MLB JSON Audit Report

Generated 2026-08-07 21:50:24. 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.

1Critical
1Error
0Warn
1429Pass
105Info

20260807_ATL@NYY

20260807_ATL@NYY.json • 2026-08-07

ATL 4 - NYY 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_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_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-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=8, sim=6; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=5, sim=4; R: current=5, sim=4; BB: current=0, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Drake Baldwin: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Mauricio Dubón: RBI current=1 box=0, R current=1 box=0, SO current=0 box=3; Lane Thomas: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Ozzie Albies: HR current=0 box=1, RBI current=0 box=1, SO current=1 box=2; Sean Murphy: H current=1 box=0; Austin Riley: AB current=4 box=3, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Matt Olson: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ha-Seong Kim: H current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=5; 2B: current=0, sim=2; HR: current=0, sim=1; R: current=2, sim=3; SO: current=9, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Ben Rice: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Jazz Chisholm Jr.: RBI current=1 box=0, SO current=1 box=2; Spencer Jones: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Luis García Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Heliot Ramos: H current=1 box=0; Trent Grisham: AB current=5 box=4, BB current=1 box=0, SO current=1 box=0; George Lombard Jr.: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Austin Wells: AB current=3 box=2, H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match NYY pitching: 3.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match NYY pitching: 6.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match NYY pitching: 8.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=36 matches NYY BF=36.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match ATL pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match ATL pitching: 1.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match ATL pitching: 5.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match ATL pitching: 10.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=34 matches ATL BF=34.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL 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_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_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.450/0.622.
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: ATL 6, NYY 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 4 - NYY 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ATL.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_ATL@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@NYY.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
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: 141.
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: 160.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY 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_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_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_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: ATL 4 - 3 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 4 - 3 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ATL, simulation=ATL, published=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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: ATL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL 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: ATL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match NYY pitching: 3.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match NYY pitching: 6.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match NYY pitching: 8.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=36 matches NYY BF=36.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match ATL pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match ATL pitching: 1.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match ATL pitching: 5.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match ATL pitching: 10.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=34 matches ATL BF=34.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL 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_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_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.450/0.622.
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: ATL 6, NYY 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 4 - NYY 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ATL.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_ATL@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@NYY.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
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: 141.
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: 160.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY 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_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_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_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: ATL 4 - 3 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 4 - 3 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ATL, simulation=ATL, published=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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: ATL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL 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: ATL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentATLCURRENT_PITCHER_DUPLICATIONATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=8, sim=6; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=5, sim=4; R: current=5, sim=4; BB: current=0, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Drake Baldwin: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Mauricio Dubón: RBI current=1 box=0, R current=1 box=0, SO current=0 box=3; Lane Thomas: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Ozzie Albies: HR current=0 box=1, RBI current=0 box=1, SO current=1 box=2; Sean Murphy: H current=1 box=0; Austin Riley: AB current=4 box=3, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Matt Olson: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ha-Seong Kim: H current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=5; 2B: current=0, sim=2; HR: current=0, sim=1; R: current=2, sim=3; SO: current=9, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Ben Rice: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Jazz Chisholm Jr.: RBI current=1 box=0, SO current=1 box=2; Spencer Jones: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Luis García Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Heliot Ramos: H current=1 box=0; Trent Grisham: AB current=5 box=4, BB current=1 box=0, SO current=1 box=0; George Lombard Jr.: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Austin Wells: AB current=3 box=2, H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1369695663452155.0054240226745605Base 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_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ATL00004000046
NYY01010100035
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentATLbatting34800055080000
currentATLpitching5132109.0300
currentNYYbatting33900032290000
currentNYYpitching624389.0400
simulationATLbatting336102443800
simulationATLpitching5132109.0334141
simulationNYYbatting3252013321000
simulationNYYpitching624389.0436160
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentATLDHDrake Baldwin041000110100.250
currentATLCFMauricio Dubón041000110000.250
currentATLLFLane Thomas031000000100.333
currentATL2BOzzie Albies041000100100.250
currentATLCSean Murphy041000000100.250
currentATL3BAustin Riley041000010100.250
currentATL1BMatt Olson041000110100.250
currentATLSSHa-Seong Kim030000000100.000
currentATLRFMichael Harris II041000110100.250
currentNYYDHBen Rice041000111100.250
currentNYY2BJazz Chisholm Jr.041000010100.250
currentNYYRFSpencer Jones031000000100.333
currentNYY1BLuis García Jr.041000010100.250
currentNYYLFHeliot Ramos041000000100.250
currentNYYCFTrent Grisham051000101100.200
currentNYYSSGeorge Lombard Jr.031000000100.333
currentNYYCAustin Wells031000000100.333
currentNYY3BRyan McMahon031000000100.333
simulationATL1DHDrake Baldwin430000001000.000
simulationATL22BOzzie Albies441001110200.250
simulationATL31BMatt Olson441100000000.250
simulationATL4CFMauricio Dubón441000000300.250
simulationATL5LFLane Thomas440000000000.000
simulationATL63BAustin Riley431000101000.333
simulationATL7CSean Murphy440000000100.000
simulationATL8SSHa-Seong Kim431000101100.333
simulationATL9CFMichael Harris II441001130100.250
simulationNYY1CFTrent Grisham441000100000.250
simulationNYY2DHBen Rice440000000300.000
simulationNYY3LFHeliot Ramos440000000100.000
simulationNYY41BLuis García Jr.430000001100.000
simulationNYY52BJazz Chisholm Jr.441000000200.250
simulationNYY6RFSpencer Jones441100110100.250
simulationNYY7SSGeorge Lombard Jr.442101120100.500
simulationNYY83BRyan McMahon330000000000.000
simulationNYY9CAustin Wells320000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentATL1Tyler MahleStarter5.15332101005.065.131.39
currentATL2Didier FuentesMiddle Reliever1.2000000000.002.421.10
currentATL3Dylan LeeMiddle Reliever1.0000000000.002.060.73
currentATL4Raisel IglesiasMiddle Reliever1.0000000000.002.631.12
currentNYY1Max FriedStarter5.1433251005.063.120.99
currentNYY2Brent HeadrickMiddle Reliever1.0000010000.001.401.10
currentNYY3David BednarMiddle Reliever1.0000010000.002.541.05
currentNYY4Fernando CruzMiddle Reliever1.0111101009.002.761.33
currentNYY5Paul BlackburnMiddle Reliever0.2100010000.002.021.06
simulationATL1Tyler MahleStarter5.1533210123915.065.131.39
simulationATL2Raisel IglesiasMiddle Reliever1.00000003130.002.631.12
simulationATL3Dylan LeeMiddle Reliever1.00000003160.002.060.73
simulationATL4Didier FuentesMiddle Reliever1.20000005210.002.421.10
simulationNYY1Max FriedStarter5.143325122875.063.120.99
simulationNYY2David BednarMiddle Reliever1.00000103180.002.541.05
simulationNYY3Fernando CruzMiddle Reliever1.01111015209.002.761.33
simulationNYY4Brent HeadrickMiddle Reliever1.00000103160.001.401.10
simulationNYY5Paul BlackburnMiddle Reliever0.21000103190.002.021.06
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ATLTyler MahleStarter5.1352102391
ATLDidier FuentesMiddle Reliever1.20000521
ATLDylan LeeMiddle Reliever1.00000316
ATLRaisel IglesiasMiddle Reliever1.00000313
NYYMax FriedStarter5.134252287
NYYBrent HeadrickMiddle Reliever1.00001316
NYYDavid BednarMiddle Reliever1.00001318
NYYFernando CruzMiddle Reliever1.01110520
NYYPaul BlackburnMiddle Reliever0.20101319
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.

20260807_BAL@TEX

20260807_BAL@TEX.json • 2026-08-07

BAL 3 - TEX 5
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_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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=29, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=3; R: 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-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Gunnar Henderson: R current=1 box=0; Colton Cowser: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Pete Alonso: 2B current=0 box=1, SO current=1 box=2; Jackson Holliday: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Yohel Pozo: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Coby Mayo: AB current=3 box=4, H current=1 box=0; Leody Taveras: SO current=1 box=0; Dylan Beavers: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=2, sim=5; R: current=2, sim=5; BB: current=1, sim=3; SO: current=9, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Evan Carter: AB current=3 box=4, H current=1 box=0; Corey Seager: HR current=0 box=1, RBI current=0 box=2, BB current=1 box=0, SO current=1 box=2; Jake Burger: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Nicky Lopez: AB current=3 box=4, SO current=1 box=0; Elias Díaz: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2; Ezequiel Duran: H current=1 box=2, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Wyatt Langford: HR current=0 box=1, RBI current=0 box=1, SO current=1 box=2; Brandon Nimmo: AB current=4 box=2, R current=0 box=1, BB current=0 box=2, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match TEX pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match TEX pitching: 6.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match TEX pitching: 13.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=33 matches TEX BF=33.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match BAL pitching: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match BAL pitching: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match BAL pitching: 8.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match BAL pitching: 10.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=36 matches BAL BF=36.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX 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_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]: 0.489.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.511.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.511.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.502/0.683.
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: BAL 6, TEX 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 3 - TEX 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TEX; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; latest-series reversal condition was suppressed.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'TEX', 'opponent_team': 'BAL', 'h2h_net_margin': 1, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-04-01', 'predicted_team_runs': 3, 'opponent_runs': 8, 'margin_for_predicted_team': -5, 'winner': 'BAL'}, {'date': '2026-03-31', 'predicted_team_runs': 8, 'opponent_runs': 5, 'margin_for_predicted_team': 3, 'winner': 'TEX'}, {'date': '2026-03-30', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'TEX'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'TEX', 'guardrail_opponent_team': 'BAL', 'output_pre_simulation_winner': 'TEX', 'output_opponent_team': 'BAL', 'simulation_score_winner': 'TEX', 'final_score_winner': 'TEX', 'pre_simulation_winner': 'TEX', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'BAL 3 - 4 TEX', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'BAL 3 - 5 TEX', 'winner': 'TEX'}, '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': 3, 'home_runs': 5, 'winner': 'TEX', 'model_winner': 'TEX', 'simulation_winner': 'TEX', 'simulation_winner_agrees': True, 'simulation_score_enabled': 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': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 2, 'winner_quality_edge': 0.013, 'winner': 'TEX', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_BAL@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@TEX.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 146.
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: 160.
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: 146.
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.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BAL 3 - 5 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 3 - 5 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TEX, simulation=TEX, published=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.511.
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: TEX wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match TEX pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match TEX pitching: 6.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match TEX pitching: 13.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=33 matches TEX BF=33.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match BAL pitching: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match BAL pitching: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match BAL pitching: 8.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match BAL pitching: 10.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=36 matches BAL BF=36.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX 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_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]: 0.489.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.511.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.511.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.502/0.683.
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: BAL 6, TEX 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 3 - TEX 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TEX; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; latest-series reversal condition was suppressed.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'TEX', 'opponent_team': 'BAL', 'h2h_net_margin': 1, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-04-01', 'predicted_team_runs': 3, 'opponent_runs': 8, 'margin_for_predicted_team': -5, 'winner': 'BAL'}, {'date': '2026-03-31', 'predicted_team_runs': 8, 'opponent_runs': 5, 'margin_for_predicted_team': 3, 'winner': 'TEX'}, {'date': '2026-03-30', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'TEX'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'TEX', 'guardrail_opponent_team': 'BAL', 'output_pre_simulation_winner': 'TEX', 'output_opponent_team': 'BAL', 'simulation_score_winner': 'TEX', 'final_score_winner': 'TEX', 'pre_simulation_winner': 'TEX', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'BAL 3 - 4 TEX', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'BAL 3 - 5 TEX', 'winner': 'TEX'}, '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': 3, 'home_runs': 5, 'winner': 'TEX', 'model_winner': 'TEX', 'simulation_winner': 'TEX', 'simulation_winner_agrees': True, 'simulation_score_enabled': 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': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 2, 'winner_quality_edge': 0.013, 'winner': 'TEX', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_BAL@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@TEX.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 146.
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: 160.
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: 146.
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.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BAL 3 - 5 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 3 - 5 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TEX, simulation=TEX, published=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.511.
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: TEX wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=29, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=3; R: 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-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Gunnar Henderson: R current=1 box=0; Colton Cowser: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Pete Alonso: 2B current=0 box=1, SO current=1 box=2; Jackson Holliday: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Yohel Pozo: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Coby Mayo: AB current=3 box=4, H current=1 box=0; Leody Taveras: SO current=1 box=0; Dylan Beavers: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=2, sim=5; R: current=2, sim=5; BB: current=1, sim=3; SO: current=9, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Evan Carter: AB current=3 box=4, H current=1 box=0; Corey Seager: HR current=0 box=1, RBI current=0 box=2, BB current=1 box=0, SO current=1 box=2; Jake Burger: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Nicky Lopez: AB current=3 box=4, SO current=1 box=0; Elias Díaz: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2; Ezequiel Duran: H current=1 box=2, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Wyatt Langford: HR current=0 box=1, RBI current=0 box=1, SO current=1 box=2; Brandon Nimmo: AB current=4 box=2, R current=0 box=1, BB current=0 box=2, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.60654234886169435.329667091369629Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.511Enhanced 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_result35Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BAL00200100036
TEX00200010258
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBALbatting29900012090000
currentBALpitching8353108.0500
currentTEXbatting32900022190000
currentTEXpitching6130139.0300
simulationBALbatting3361013301300
simulationBALpitching8353108.0536160
simulationTEXbatting3381035531000
simulationTEXpitching6130139.0333146
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBALDHGunnar Henderson041000100100.250
currentBALCColton Cowser031000000100.333
currentBAL1BPete Alonso041000110100.250
currentBAL2BJackson Holliday031000000100.333
currentBAL3BYohel Pozo031000000100.333
currentBALSSCoby Mayo031000000100.333
currentBALLFLeody Taveras031000000100.333
currentBALCFDylan Beavers031000000100.333
currentBALRFTyler O'Neill031000000100.333
currentTEXDHEvan Carter031000000100.333
currentTEXCCorey Seager041000101100.250
currentTEX1BJake Burger041000010100.250
currentTEX2BNicky Lopez031000000100.333
currentTEX3BElias Díaz031000000100.333
currentTEXSSEzequiel Duran041000010100.250
currentTEXLFWyatt Langford041000100100.250
currentTEXCFBrandon Nimmo041000000100.250
currentTEXRFJoc Pederson031000000100.333
simulationBAL1CFColton Cowser441001120300.250
simulationBAL2SSGunnar Henderson441000000100.250
simulationBAL32BJackson Holliday442000100100.500
simulationBAL41BPete Alonso441100110200.250
simulationBAL5CYohel Pozo440000000200.000
simulationBAL63BCoby Mayo440000000100.000
simulationBAL7CFLeody Taveras331000000000.333
simulationBAL8RFDylan Beavers330000000100.000
simulationBAL9RFTyler O'Neill330000000200.000
simulationTEX1CFEvan Carter440000000100.000
simulationTEX2SSCorey Seager441001120200.250
simulationTEX32BNicky Lopez441000000000.250
simulationTEX41BJake Burger440000000200.000
simulationTEX5CElias Díaz441100000200.250
simulationTEX6SSEzequiel Duran442000100000.500
simulationTEX7RFBrandon Nimmo421000102000.500
simulationTEX8LFWyatt Langford441001110200.250
simulationTEX9DHJoc Pederson431001121100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBAL1Shane BazStarter5.2522291003.183.861.37
currentBAL2Yennier CanoMiddle Reliever1.0000010000.001.820.81
currentBAL3Grant WolframMiddle Reliever0.21110010013.504.051.23
currentBAL4Rico GarciaMiddle Reliever0.2100000000.002.960.88
currentBAL5Andrew KittredgeMiddle Reliever0.0000000004.051.44
currentBAL6Josh WalkerMiddle Reliever0.0122101004.091.27
currentTEX1Nathan EovaldiStarter5.2533081004.764.311.21
currentTEX2Jacob LatzMiddle Reliever1.0000010000.001.410.63
currentTEX3Peyton GrayMiddle Reliever1.1000020000.003.501.21
currentTEX4Tyler AlexanderMiddle Reliever1.0100020000.003.241.24
simulationBAL1Shane BazStarter5.252229125953.183.861.37
simulationBAL2Andrew KittredgeMiddle Reliever0.00000000134.051.44
simulationBAL3Yennier CanoMiddle Reliever1.00000103130.001.820.81
simulationBAL4Grant WolframMiddle Reliever0.211100131513.504.051.23
simulationBAL5Rico GarciaMiddle Reliever0.21000003130.002.960.88
simulationBAL6Josh WalkerMiddle Reliever0.01221012114.091.27
simulationTEX1Nathan EovaldiStarter5.253308122934.764.311.21
simulationTEX2Jacob LatzMiddle Reliever1.00000103190.001.410.63
simulationTEX3Peyton GrayMiddle Reliever1.10000204170.003.501.21
simulationTEX4Tyler AlexanderMiddle Reliever1.01000204170.003.241.24
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BALShane BazStarter5.225292595
BALYennier CanoMiddle Reliever1.00001313
BALGrant WolframMiddle Reliever0.21100315
BALRico GarciaMiddle Reliever0.20100313
BALAndrew KittredgeMiddle Reliever0.00000013
BALJosh WalkerMiddle Reliever0.02110211
TEXNathan EovaldiStarter5.235082293
TEXJacob LatzMiddle Reliever1.00001319
TEXPeyton GrayMiddle Reliever1.10002417
TEXTyler AlexanderMiddle Reliever1.00102417
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.

20260807_CHC@KC

20260807_CHC@KC.json • 2026-08-07

CHC 5 - KC 2
CRITICAL

Final simulation needs review: critical box-score inconsistencies remain. Risk score: 140.

CRITICAL 1ERROR 1WARN 0PASS 93INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
CRITICALBoxscore Crosscheck
Review the listed finding and decide whether to fix the data or downgrade the rule.
1C / 1E / 0WCHCsimulation:CHC batting hits 4 != KC pitching H 5.
simulation:CHC PA=37 != KC BF=38.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits 4 != KC pitching H 5.45
ERRORboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=37 != KC BF=38.3738
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits 4 != KC pitching H 5.45
ERRORboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=37 != KC BF=38.3738
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_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-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=39, sim=31; H: current=10, sim=4; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=6, sim=5; BB: current=3, sim=6; 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-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Seiya Suzuki: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Pete Crow-Armstrong: AB current=6 box=3, H current=2 box=0, RBI current=1 box=0, BB current=1 box=2; Alex Bregman: AB current=5 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Michael Busch: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Pedro Ramirez: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Carson Kelly: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Nico Hoerner: AB current=5 box=4, 2B current=0 box=1, R current=0 box=1; Ian Happ: AB current=4 box=2, H current=1 box=0, BB current=1 box=2, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=1, sim=2; BB: current=0, sim=1; SO: current=9, sim=11).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Jac Caglianone: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Carter Jensen: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Isaac Collins: H current=1 box=0, SO current=1 box=2; Bobby Witt Jr.: AB current=5 box=4, H current=1 box=2, R current=1 box=0, SO current=1 box=0; Salvador Perez: H current=1 box=0; Tyler Tolbert: AB current=3 box=2, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Nick Loftin: AB current=3 box=4, 2B current=0 box=1; Michael Massey: AB current=3 box=4, H current=1 box=2, 2B current=0 box=2, 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.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match KC pitching: 6.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match KC pitching: 8.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match CHC pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match CHC pitching: 7.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match CHC pitching: 11.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=35 matches CHC BF=35.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC 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_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_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
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: 0.474/0.650.
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: CHC 4, KC 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 5 - KC 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_CHC@KC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@KC.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 137.
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: 162.
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.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC 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_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_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_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: CHC 5 - 2 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 5 - 2 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC 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: CHC wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match KC pitching: 6.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match KC pitching: 8.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match CHC pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match CHC pitching: 7.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match CHC pitching: 11.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=35 matches CHC BF=35.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC 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_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_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
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: 0.474/0.650.
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: CHC 4, KC 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 5 - KC 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_CHC@KC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@KC.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 137.
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: 162.
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.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC 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_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_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_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: CHC 5 - 2 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 5 - 2 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC 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: CHC wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=39, sim=31; H: current=10, sim=4; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=6, sim=5; BB: current=3, sim=6; 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-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Seiya Suzuki: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Pete Crow-Armstrong: AB current=6 box=3, H current=2 box=0, RBI current=1 box=0, BB current=1 box=2; Alex Bregman: AB current=5 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Michael Busch: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Pedro Ramirez: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Carson Kelly: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Nico Hoerner: AB current=5 box=4, 2B current=0 box=1, R current=0 box=1; Ian Happ: AB current=4 box=2, H current=1 box=0, BB current=1 box=2, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=1, sim=2; BB: current=0, sim=1; SO: current=9, sim=11).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Jac Caglianone: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Carter Jensen: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Isaac Collins: H current=1 box=0, SO current=1 box=2; Bobby Witt Jr.: AB current=5 box=4, H current=1 box=2, R current=1 box=0, SO current=1 box=0; Salvador Perez: H current=1 box=0; Tyler Tolbert: AB current=3 box=2, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Nick Loftin: AB current=3 box=4, 2B current=0 box=1; Michael Massey: AB current=3 box=4, H current=1 box=2, 2B current=0 box=2, 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_ml4.3637337684631355.580068111419678Base ML historical model prediction
variance_applied46Deterministic 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_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHC20020100054
KC10010000027
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHCbatting391000065390000
currentCHCpitching7121119.0200
currentKCbatting33900012090000
currentKCpitching515689.0500
simulationCHCbatting314201556800
simulationCHCpitching7121119.0235137
simulationKCbatting3473012211100
simulationKCpitching515689.0538162
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHCRFSeiya Suzuki051000111100.200
currentCHCCFPete Crow-Armstrong062000111100.333
currentCHC3BAlex Bregman051000110100.200
currentCHC1BMichael Busch041000010100.250
currentCHCDHPedro Ramirez031000000100.333
currentCHCCCarson Kelly031000000100.333
currentCHC2BNico Hoerner051000010100.200
currentCHCLFIan Happ041000101100.250
currentCHCSSDansby Swanson041000110100.250
currentKC1BJac Caglianone041000010100.250
currentKCCCarter Jensen041000000100.250
currentKCLFIsaac Collins041000000100.250
currentKCSSBobby Witt Jr.051000100100.200
currentKCDHSalvador Perez041000000100.250
currentKCCFTyler Tolbert031000100100.333
currentKC3BNick Loftin031000000100.333
currentKC2BMichael Massey031000000100.333
currentKCRFStarling Marte031000000100.333
simulationCHC1CFPete Crow-Armstrong530000102000.000
simulationCHC2RFSeiya Suzuki440000000100.000
simulationCHC33BAlex Bregman432001121100.667
simulationCHC41BMichael Busch430000001000.000
simulationCHC52BNico Hoerner441100110100.250
simulationCHC6LFIan Happ420000102000.000
simulationCHC7CCarson Kelly441100120100.250
simulationCHC8DHPedro Ramirez440000000200.000
simulationCHC9SSDansby Swanson440000000200.000
simulationKC1CCarter Jensen441001110100.250
simulationKC2SSBobby Witt Jr.442000000000.500
simulationKC31BJac Caglianone440000000200.000
simulationKC4DHSalvador Perez440000000100.000
simulationKC5LFIsaac Collins440000000200.000
simulationKC63BNick Loftin441100000100.250
simulationKC72BMichael Massey442200110200.500
simulationKC8RFStarling Marte440000000200.000
simulationKC9CFTyler Tolbert321000001000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHC1Kevin GausmanStarter5.1622061003.384.381.29
currentCHC2Jacob WebbMiddle Reliever1.0000120000.002.491.20
currentCHC3Ryan ZeferjahnMiddle Reliever1.0000020000.003.711.18
currentCHC4Trent ThorntonMiddle Reliever1.2100010000.002.521.09
currentKC1Daniel Lynch IVStarter5.2222350003.181.960.93
currentKC2Alex LangeMiddle Reliever1.0111011009.006.111.53
currentKC3John SchreiberMiddle Reliever1.0000110000.003.671.37
currentKC4Steven CruzMiddle Reliever1.02221100018.004.291.21
currentKC5Nate PearsonMiddle Reliever0.1000100000.002.921.30
currentKC6Lucas ErcegMiddle Reliever0.0000000005.711.66
simulationCHC1Kevin GausmanStarter5.162206122943.384.381.29
simulationCHC2Jacob WebbMiddle Reliever1.00001204170.002.491.20
simulationCHC3Ryan ZeferjahnMiddle Reliever1.00000203180.003.711.18
simulationCHC4Trent ThorntonMiddle Reliever1.2100010680.002.521.09
simulationKC1Daniel Lynch IVStarter5.222235022893.181.960.93
simulationKC2Alex LangeMiddle Reliever1.01110114159.006.111.53
simulationKC3Steven CruzMiddle Reliever1.02221106618.004.291.21
simulationKC4John SchreiberMiddle Reliever1.00001104170.003.671.37
simulationKC5Nate PearsonMiddle Reliever0.10001002160.002.921.30
simulationKC6Lucas ErcegMiddle Reliever0.00000000195.711.66
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHCKevin GausmanStarter5.126062294
CHCJacob WebbMiddle Reliever1.00012417
CHCRyan ZeferjahnMiddle Reliever1.00002318
CHCTrent ThorntonMiddle Reliever1.2010168
KCDaniel Lynch IVStarter5.222352289
KCAlex LangeMiddle Reliever1.01101415
KCJohn SchreiberMiddle Reliever1.00011417
KCSteven CruzMiddle Reliever1.0221166
KCNate PearsonMiddle Reliever0.10010216
KCLucas ErcegMiddle Reliever0.00000019
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_MATCHcritical1001Batting 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_MATCHerror0101Team 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.

20260807_CIN@WAS

20260807_CIN@WAS.json • 2026-08-07

CIN 2 - WAS 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_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_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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=7, sim=8; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=2; R: current=4, sim=2; BB: current=4, sim=2; SO: current=10, sim=13).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: Tyler Stephenson: RBI current=1 box=0, BB current=1 box=0, SO current=1 box=3; Sal Stewart: HR current=0 box=1, SO current=1 box=3; Héctor Rodríguez: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Elly De La Cruz: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; JJ Bleday: R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Eugenio Suárez: H current=1 box=0; Noelvi Marte: AB current=4 box=3, BB current=0 box=1; Ke'Bryan Hayes: AB current=3 box=4, H current=0 box=2, 3B 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=32, sim=28; H: current=9, sim=5; 2B: current=0, sim=1; RBI: current=1, sim=4; R: current=2, sim=4; BB: current=1, sim=2; SF: current=0, sim=1; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: CJ Abrams: AB current=4 box=3, H current=1 box=0, SF current=0 box=1; Dylan Crews: AB current=5 box=2, RBI current=0 box=2, BB current=0 box=1, SO current=1 box=0; Abimelec Ortiz: AB current=3 box=4, R current=0 box=1; Nasim Nuñez: AB current=3 box=1, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jose F Miranda: H current=1 box=0, SO current=1 box=2; Brady House: H current=1 box=0, SO current=1 box=2; Daylen Lile: 2B current=0 box=1; Harry Ford: AB current=3 box=4, BB 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.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match WAS pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match WAS pitching: 8.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match WAS pitching: 13.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=37 matches WAS BF=37.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match CIN pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match CIN pitching: 0.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match CIN pitching: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match CIN pitching: 9.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=33 matches CIN BF=33.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS 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_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]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.474/0.650.
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: CIN 8, WAS 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 2 - WAS 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: WAS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for WAS; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'WAS', 'opponent_team': 'CIN', 'h2h_net_margin': -7, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-14', 'predicted_team_runs': 1, 'opponent_runs': 15, 'margin_for_predicted_team': -14, 'winner': 'CIN'}, {'date': '2026-05-13', 'predicted_team_runs': 8, 'opponent_runs': 7, 'margin_for_predicted_team': 1, 'winner': 'WAS'}, {'date': '2026-05-12', 'predicted_team_runs': 10, 'opponent_runs': 4, 'margin_for_predicted_team': 6, 'winner': 'WAS'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'WAS', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'WAS', 'output_opponent_team': 'CIN', 'simulation_score_winner': 'WAS', 'final_score_winner': 'WAS', 'pre_simulation_winner': 'WAS', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CIN 3 - 4 WAS', 'winner': 'WAS'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 4, 'score_text': 'CIN 2 - 4 WAS', 'winner': 'WAS'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': -1, 'home_run_delta': 0, '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': 2, 'home_runs': 4, 'winner': 'WAS', 'model_winner': 'WAS', 'simulation_winner': 'WAS', 'simulation_winner_agrees': True, 'simulation_score_enabled': 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': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 2, 'winner_quality_edge': 0.5929, 'winner': 'WAS', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_CIN@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@WAS.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 142.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 183.
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: 142.
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: 183.
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.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 2 - 4 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 2 - 4 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=WAS, simulation=WAS, published=WAS.
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: 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: WAS wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS wins 2-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 2-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: WAS 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_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match WAS pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match WAS pitching: 8.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match WAS pitching: 13.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=37 matches WAS BF=37.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match CIN pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match CIN pitching: 0.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match CIN pitching: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match CIN pitching: 9.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=33 matches CIN BF=33.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS 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_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]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.474/0.650.
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: CIN 8, WAS 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 2 - WAS 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: WAS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for WAS; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'WAS', 'opponent_team': 'CIN', 'h2h_net_margin': -7, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-14', 'predicted_team_runs': 1, 'opponent_runs': 15, 'margin_for_predicted_team': -14, 'winner': 'CIN'}, {'date': '2026-05-13', 'predicted_team_runs': 8, 'opponent_runs': 7, 'margin_for_predicted_team': 1, 'winner': 'WAS'}, {'date': '2026-05-12', 'predicted_team_runs': 10, 'opponent_runs': 4, 'margin_for_predicted_team': 6, 'winner': 'WAS'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'WAS', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'WAS', 'output_opponent_team': 'CIN', 'simulation_score_winner': 'WAS', 'final_score_winner': 'WAS', 'pre_simulation_winner': 'WAS', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CIN 3 - 4 WAS', 'winner': 'WAS'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 4, 'score_text': 'CIN 2 - 4 WAS', 'winner': 'WAS'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': -1, 'home_run_delta': 0, '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': 2, 'home_runs': 4, 'winner': 'WAS', 'model_winner': 'WAS', 'simulation_winner': 'WAS', 'simulation_winner_agrees': True, 'simulation_score_enabled': 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': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 2, 'winner_quality_edge': 0.5929, 'winner': 'WAS', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_CIN@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@WAS.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 142.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 183.
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: 142.
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: 183.
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.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 2 - 4 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 2 - 4 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=WAS, simulation=WAS, published=WAS.
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: 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: WAS wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS wins 2-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 2-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: WAS 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_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS 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_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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=7, sim=8; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=2; R: current=4, sim=2; BB: current=4, sim=2; SO: current=10, sim=13).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: Tyler Stephenson: RBI current=1 box=0, BB current=1 box=0, SO current=1 box=3; Sal Stewart: HR current=0 box=1, SO current=1 box=3; Héctor Rodríguez: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Elly De La Cruz: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; JJ Bleday: R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Eugenio Suárez: H current=1 box=0; Noelvi Marte: AB current=4 box=3, BB current=0 box=1; Ke'Bryan Hayes: AB current=3 box=4, H current=0 box=2, 3B 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=32, sim=28; H: current=9, sim=5; 2B: current=0, sim=1; RBI: current=1, sim=4; R: current=2, sim=4; BB: current=1, sim=2; SF: current=0, sim=1; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: CJ Abrams: AB current=4 box=3, H current=1 box=0, SF current=0 box=1; Dylan Crews: AB current=5 box=2, RBI current=0 box=2, BB current=0 box=1, SO current=1 box=0; Abimelec Ortiz: AB current=3 box=4, R current=0 box=1; Nasim Nuñez: AB current=3 box=1, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jose F Miranda: H current=1 box=0, SO current=1 box=2; Brady House: H current=1 box=0, SO current=1 box=2; Daylen Lile: 2B current=0 box=1; Harry Ford: AB current=3 box=4, BB 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_ml4.57728815078735355.85964298248291Base ML historical model prediction
variance_applied56Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.530Enhanced 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_result24Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CIN00001010028
WAS00020020045
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCINbatting347000344100000
currentCINpitching504298.0400
currentWASbatting32900012190000
currentWASpitching8122139.0200
simulationCINbatting3580112221300
simulationCINpitching504298.0433142
simulationWASbatting285100442912
simulationWASpitching8122139.0237183
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCINCTyler Stephenson041000011100.250
currentCIN1BSal Stewart041000110100.250
currentCINCFHéctor Rodríguez031000101100.333
currentCINSSElly De La Cruz051000111100.200
currentCINLFJJ Bleday041000101100.250
currentCINDHEugenio Suárez041000000200.250
currentCINRFNoelvi Marte041000000100.250
currentCIN3BKe'Bryan Hayes030000000100.000
currentCIN2BMatt McLain030000000100.000
currentWASDHCJ Abrams041000110100.250
currentWASRFDylan Crews051000100100.200
currentWAS1BAbimelec Ortiz031000000100.333
currentWASSSNasim Nuñez031000000100.333
currentWAS2BJose F Miranda031000000100.333
currentWAS3BBrady House041000000100.250
currentWASLFDaylen Lile041000000100.250
currentWASCHarry Ford031000001100.333
currentWASCFJacob Young031000000100.333
simulationCIN1SSElly De La Cruz551000000100.200
simulationCIN21BSal Stewart441001110300.250
simulationCIN3LFJJ Bleday441000000000.250
simulationCIN4CTyler Stephenson441000000300.250
simulationCIN5DHEugenio Suárez440000000200.000
simulationCIN6CFHéctor Rodríguez430000001000.000
simulationCIN7RFNoelvi Marte431000001100.333
simulationCIN83BKe'Bryan Hayes442010000100.500
simulationCIN92BMatt McLain441000110200.250
simulationWAS1DHCJ Abrams430000110100.000
simulationWAS21BAbimelec Ortiz441000100100.250
simulationWAS33BBrady House440000000200.000
simulationWAS4LFDaylen Lile441100000100.250
simulationWAS5RFDylan Crews421000121010.500
simulationWAS6CHarry Ford441000000200.250
simulationWAS7SSNasim Nuñez310000001010.000
simulationWAS82BJose F Miranda330000000200.000
simulationWAS9CFJacob Young331000110000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCIN1Chase PettyStarter5.0322170003.604.501.23
currentCIN2Brock BurkeMiddle Reliever1.0000010000.002.731.27
currentCIN3Emilio PagánMiddle Reliever1.0000000000.004.261.14
currentCIN4Tejay AntoneMiddle Reliever1.02221100018.002.250.94
currentWAS1Cade CavalliStarter5.2511181001.593.521.29
currentWAS2Clayton BeeterMiddle Reliever1.0100010000.003.441.21
currentWAS3Orlando RibaltaMiddle Reliever1.0211020009.003.441.21
currentWAS4Yovanny CruzMiddle Reliever1.0000010000.003.181.24
currentWAS5Tom CosgroveMiddle Reliever0.1000110000.003.001.11
simulationCIN1Chase PettyStarter5.032217019883.604.501.23
simulationCIN2Emilio PagánMiddle Reliever1.00000004150.004.261.14
simulationCIN3Tejay AntoneMiddle Reliever1.022211062318.002.250.94
simulationCIN4Brock BurkeMiddle Reliever1.00000104160.002.731.27
simulationWAS1Cade CavalliStarter5.2511181231021.593.521.29
simulationWAS2Clayton BeeterMiddle Reliever1.01000104280.003.441.21
simulationWAS3Orlando RibaltaMiddle Reliever1.02110205219.003.441.21
simulationWAS4Yovanny CruzMiddle Reliever1.00000103170.003.181.24
simulationWAS5Tom CosgroveMiddle Reliever0.10001102150.003.001.11
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CINChase PettyStarter5.023171988
CINBrock BurkeMiddle Reliever1.00001416
CINEmilio PagánMiddle Reliever1.00000415
CINTejay AntoneMiddle Reliever1.02211623
WASCade CavalliStarter5.2151823102
WASClayton BeeterMiddle Reliever1.00101428
WASOrlando RibaltaMiddle Reliever1.01202521
WASYovanny CruzMiddle Reliever1.00001317
WASTom CosgroveMiddle Reliever0.10011215
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
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.

20260807_CLE@CHW

20260807_CLE@CHW.json • 2026-08-07

CLE 5 - CHW 4
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_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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=5, sim=4; R: current=5, sim=4; BB: current=2, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Munetaka Murakami: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Miguel Vargas: AB current=4 box=3, RBI current=1 box=0, BB current=1 box=2, SO current=1 box=0; Randal Grichuk: AB current=3 box=5, 2B current=0 box=1, SO current=1 box=3; Colson Montgomery: H current=1 box=2, RBI current=1 box=0, SO current=1 box=2; Braden Montgomery: RBI current=1 box=0; Edgar Quero: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Luisangel Acuña: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Brenton Doyle: HR current=0 box=1, RBI current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=10, sim=7; 2B: current=0, sim=4; HR: current=0, sim=1; RBI: current=1, sim=5; R: current=2, sim=5; BB: current=2, sim=3; SO: current=8, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Chase DeLauter: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Steven Kwan: RBI current=0 box=1, R current=0 box=1; Angel Martínez: H current=1 box=0; Rhys Hoskins: AB current=3 box=4, H current=1 box=0; Angel Genao: H current=2 box=3, 2B current=0 box=2, HR current=0 box=1, RBI current=0 box=2; Jo Adell: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Brayan Rocchio: 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Austin Hedges: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match CLE pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match CLE pitching: 2.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match CLE pitching: 9.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match CLE pitching: 10.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=40 matches CLE BF=40.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match CHW pitching: 3.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match CHW pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match CHW pitching: 7.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match CHW pitching: 6.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW 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_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_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]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.483.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.450/0.622.
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: CLE 7, CHW 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 5 - CHW 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CLE; 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; 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 is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'CHW', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-05', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'CHW'}, {'date': '2026-07-04', 'predicted_team_runs': 1, 'opponent_runs': 3, 'margin_for_predicted_team': -2, 'winner': 'CHW'}, {'date': '2026-07-03', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'CLE'}], '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': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260705', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 1, 'raw_pick_probability': 0.63, 'artifact': '20260705_CHW@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260704', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260704_CHW@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260703', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CLE', 'actual_margin': 1, 'raw_pick_probability': 0.64, 'artifact': '20260703_CHW@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260702', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CLE', 'actual_margin': 1, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260702_CHW@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260624', 'away': 'CLE', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 1, 'raw_pick_probability': 0.552834, 'artifact': '20260624_CLE@CHW.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'CHW', 'output_pre_simulation_winner': 'CLE', 'output_opponent_team': 'CHW', 'simulation_score_winner': 'CLE', 'final_score_winner': 'CLE', 'pre_simulation_winner': 'CLE', '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': 'CLE 5 - 4 CHW', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CLE 5 - 4 CHW', 'winner': 'CLE'}, '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': 4, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_score_enabled': 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': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.614, 'winner': 'CLE', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_CLE@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@CHW.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
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: 183.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
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: 155.
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: 183.
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.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 5 - 4 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 5 - 4 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CLE, simulation=CLE, published=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.517.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CLE wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match CLE pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match CLE pitching: 2.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match CLE pitching: 9.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match CLE pitching: 10.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=40 matches CLE BF=40.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match CHW pitching: 3.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match CHW pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match CHW pitching: 7.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match CHW pitching: 6.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW 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_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_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]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.483.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.450/0.622.
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: CLE 7, CHW 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 5 - CHW 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CLE; 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; 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 is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'CHW', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-05', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'CHW'}, {'date': '2026-07-04', 'predicted_team_runs': 1, 'opponent_runs': 3, 'margin_for_predicted_team': -2, 'winner': 'CHW'}, {'date': '2026-07-03', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'CLE'}], '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': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260705', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 1, 'raw_pick_probability': 0.63, 'artifact': '20260705_CHW@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260704', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260704_CHW@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260703', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CLE', 'actual_margin': 1, 'raw_pick_probability': 0.64, 'artifact': '20260703_CHW@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260702', 'away': 'CHW', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CLE', 'actual_margin': 1, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260702_CHW@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260624', 'away': 'CLE', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 1, 'raw_pick_probability': 0.552834, 'artifact': '20260624_CLE@CHW.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'CHW', 'output_pre_simulation_winner': 'CLE', 'output_opponent_team': 'CHW', 'simulation_score_winner': 'CLE', 'final_score_winner': 'CLE', 'pre_simulation_winner': 'CLE', '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': 'CLE 5 - 4 CHW', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CLE 5 - 4 CHW', 'winner': 'CLE'}, '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': 4, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_score_enabled': 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': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.614, 'winner': 'CLE', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_CLE@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@CHW.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
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: 183.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
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: 155.
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: 183.
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.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 5 - 4 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 5 - 4 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CLE, simulation=CLE, published=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.517.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CLE wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 3/10 = 0.300.
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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=5, sim=4; R: current=5, sim=4; BB: current=2, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Munetaka Murakami: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Miguel Vargas: AB current=4 box=3, RBI current=1 box=0, BB current=1 box=2, SO current=1 box=0; Randal Grichuk: AB current=3 box=5, 2B current=0 box=1, SO current=1 box=3; Colson Montgomery: H current=1 box=2, RBI current=1 box=0, SO current=1 box=2; Braden Montgomery: RBI current=1 box=0; Edgar Quero: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Luisangel Acuña: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Brenton Doyle: HR current=0 box=1, RBI current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=10, sim=7; 2B: current=0, sim=4; HR: current=0, sim=1; RBI: current=1, sim=5; R: current=2, sim=5; BB: current=2, sim=3; SO: current=8, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Chase DeLauter: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Steven Kwan: RBI current=0 box=1, R current=0 box=1; Angel Martínez: H current=1 box=0; Rhys Hoskins: AB current=3 box=4, H current=1 box=0; Angel Genao: H current=2 box=3, 2B current=0 box=2, HR current=0 box=1, RBI current=0 box=2; Jo Adell: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Brayan Rocchio: 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Austin Hedges: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.4825458526611333.1334550380706787Base ML historical model prediction
variance_applied43Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.517Enhanced 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_result54Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CLE00100002257
CHW00000130049
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCLEbatting331000012280000
currentCLEpitching9244109.0400
currentCHWbatting329000552100000
currentCHWpitching715369.0500
simulationCLEbatting347401553600
simulationCLEpitching9244109.0440183
simulationCHWbatting3692024441000
simulationCHWpitching715369.0537155
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCLEDHChase DeLauter041000111100.250
currentCLECFSteven Kwan041000001000.250
currentCLELFAngel Martínez041000000100.250
currentCLE1BRhys Hoskins031000000100.333
currentCLE2BAngel Genao042000100100.500
currentCLERFJo Adell041000000100.250
currentCLESSBrayan Rocchio041000000100.250
currentCLECAustin Hedges031000000100.333
currentCLE3BPetey Halpin031000000100.333
currentCHWDHMunetaka Murakami041000111200.250
currentCHW1BMiguel Vargas041000111100.250
currentCHWLFRandal Grichuk031000000100.333
currentCHW3BColson Montgomery041000110100.250
currentCHWRFBraden Montgomery041000010100.250
currentCHWCEdgar Quero031000000100.333
currentCHWSSLuisangel Acuña031000000100.333
currentCHWCFBrenton Doyle031000100100.333
currentCHW2BChase Meidroth041000110100.250
simulationCLE1CFSteven Kwan541000111000.250
simulationCLE2DHChase DeLauter440000000200.000
simulationCLE3RFJo Adell431100111000.333
simulationCLE4LFAngel Martínez440000000100.000
simulationCLE51BRhys Hoskins440000000100.000
simulationCLE6SSBrayan Rocchio441100100000.250
simulationCLE7CAustin Hedges441000110000.250
simulationCLE82BAngel Genao443201120100.750
simulationCLE9CFPetey Halpin430000001100.000
simulationCHW12BChase Meidroth541000001100.250
simulationCHW2DHMunetaka Murakami552101130000.400
simulationCHW31BMiguel Vargas531000102000.333
simulationCHW4LFRandal Grichuk551100000300.200
simulationCHW53BColson Montgomery442000100200.500
simulationCHW6CFBrenton Doyle431001111100.333
simulationCHW7RFBraden Montgomery441000000100.250
simulationCHW8CEdgar Quero440000000200.000
simulationCHW9SSLuisangel Acuña440000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCLE1Parker MessickStarter6.0411181001.502.571.06
currentCLE2Cade SmithMiddle Reliever1.03331010027.002.411.13
currentCLE3Colin HoldermanMiddle Reliever1.1100100000.001.410.81
currentCLE4Hunter GaddisMiddle Reliever0.2100120000.003.351.30
currentCHW1Noah SchultzStarter4.1544240008.315.821.38
currentCHW2Grant TaylorMiddle Reliever1.1000010000.002.401.03
currentCHW3Sean NewcombMiddle Reliever1.1000000000.002.871.14
currentCHW4Bryan HudsonMiddle Reliever1.0100111000.002.891.26
currentCHW5Jordan HicksMiddle Reliever1.0111000009.003.091.41
simulationCLE1Parker MessickStarter6.0411181231041.502.571.06
simulationCLE2Cade SmithMiddle Reliever1.033310172827.002.411.13
simulationCLE3Hunter GaddisMiddle Reliever0.21001204150.003.351.30
simulationCLE4Colin HoldermanMiddle Reliever1.11001006360.001.410.81
simulationCHW1Noah SchultzStarter4.154424020798.315.821.38
simulationCHW2Grant TaylorMiddle Reliever1.10000104210.002.401.03
simulationCHW3Sean NewcombMiddle Reliever1.10000004190.002.871.14
simulationCHW4Bryan HudsonMiddle Reliever1.01001115200.002.891.26
simulationCHW5Jordan HicksMiddle Reliever1.01110004169.003.091.41
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CLEParker MessickStarter6.0141823104
CLECade SmithMiddle Reliever1.03310728
CLEColin HoldermanMiddle Reliever1.10110636
CLEHunter GaddisMiddle Reliever0.20112415
CHWNoah SchultzStarter4.145242079
CHWGrant TaylorMiddle Reliever1.10001421
CHWSean NewcombMiddle Reliever1.10000419
CHWBryan HudsonMiddle Reliever1.00111520
CHWJordan HicksMiddle Reliever1.01100416
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.

20260807_COL@STL

20260807_COL@STL.json • 2026-08-07

COL 3 - STL 4
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_payloadcurrentSTLCURRENT_PITCHER_DUPLICATIONSTL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=36; 2B: current=0, sim=4; RBI: current=4, sim=3; R: current=5, sim=3; BB: current=1, sim=5; SO: current=10, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Cole Carrigg: AB current=3 box=5, H current=1 box=2, 2B current=0 box=2, R current=1 box=0; Ezequiel Tovar: AB current=3 box=4, BB current=0 box=1; Hunter Goodman: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=2 box=0; TJ Rumfield: AB current=4 box=5, R current=0 box=1, SO current=1 box=0; Kyle Karros: H current=1 box=2, 2B current=0 box=2, RBI current=0 box=1, BB current=0 box=1; Edouard Julien: RBI current=0 box=1, R current=0 box=1, BB current=1 box=2; Jake McCarthy: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Mickey Moniak: 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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=7; HR: current=0, sim=1; RBI: current=2, sim=4; BB: current=1, 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-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Nathan Church: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Masyn Winn: R current=0 box=1, SO current=1 box=2; JJ Wetherholt: AB current=4 box=3, H current=1 box=0, R current=1 box=0; Alec Burleson: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1; Jimmy Crooks: R current=0 box=1, BB current=0 box=1; Blaze Jordan: AB current=3 box=4, SO current=0 box=1; Jordan Walker: H current=1 box=2, HR current=0 box=1, RBI current=1 box=4; Bryan Torres: SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match STL pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match STL pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match STL pitching: 9.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match STL pitching: 6.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=41 matches STL BF=41.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match COL pitching: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match COL pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match COL pitching: 7.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match COL pitching: 7.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches COL BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL 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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.474/0.650.
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: COL 9, STL 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 3 - STL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for STL.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_COL@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@STL.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 146.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
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: 146.
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: 182.
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.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 3 - 4 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 3 - 4 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=STL, simulation=STL, published=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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: STL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: STL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match STL pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match STL pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match STL pitching: 9.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match STL pitching: 6.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=41 matches STL BF=41.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match COL pitching: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match COL pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match COL pitching: 7.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match COL pitching: 7.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches COL BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL 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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.474/0.650.
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: COL 9, STL 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 3 - STL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for STL.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_COL@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@STL.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 146.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
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: 146.
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: 182.
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.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 3 - 4 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 3 - 4 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=STL, simulation=STL, published=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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: STL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: STL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentSTLCURRENT_PITCHER_DUPLICATIONSTL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=36; 2B: current=0, sim=4; RBI: current=4, sim=3; R: current=5, sim=3; BB: current=1, sim=5; SO: current=10, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Cole Carrigg: AB current=3 box=5, H current=1 box=2, 2B current=0 box=2, R current=1 box=0; Ezequiel Tovar: AB current=3 box=4, BB current=0 box=1; Hunter Goodman: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=2 box=0; TJ Rumfield: AB current=4 box=5, R current=0 box=1, SO current=1 box=0; Kyle Karros: H current=1 box=2, 2B current=0 box=2, RBI current=0 box=1, BB current=0 box=1; Edouard Julien: RBI current=0 box=1, R current=0 box=1, BB current=1 box=2; Jake McCarthy: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Mickey Moniak: 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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=7; HR: current=0, sim=1; RBI: current=2, sim=4; BB: current=1, 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-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Nathan Church: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Masyn Winn: R current=0 box=1, SO current=1 box=2; JJ Wetherholt: AB current=4 box=3, H current=1 box=0, R current=1 box=0; Alec Burleson: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1; Jimmy Crooks: R current=0 box=1, BB current=0 box=1; Blaze Jordan: AB current=3 box=4, SO current=0 box=1; Jordan Walker: H current=1 box=2, HR current=0 box=1, RBI current=1 box=4; Bryan Torres: SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.4176521301269535.775219440460205Base ML historical model prediction
variance_applied56Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment35Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review35Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target35Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
COL00003000039
STL00000000447
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCOLbatting319000451100000
currentCOLpitching714378.0400
currentSTLbatting32900024180000
currentSTLpitching903569.0300
simulationCOLbatting369400335600
simulationCOLpitching714378.0434146
simulationSTLbatting317001443700
simulationSTLpitching903569.0341182
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCOLDHCole Carrigg031000100100.333
currentCOLCEzequiel Tovar031000000100.333
currentCOL1BHunter Goodman041000110200.250
currentCOL2BTJ Rumfield041000010100.250
currentCOL3BKyle Karros031000100100.333
currentCOLSSEdouard Julien031000001100.333
currentCOLLFJake McCarthy041000110100.250
currentCOLCFMickey Moniak041000110100.250
currentCOLRFTroy Johnston031000000100.333
currentSTLDHNathan Church031000000100.333
currentSTLCMasyn Winn041000000100.250
currentSTL1BJJ Wetherholt041000101100.250
currentSTL2BAlec Burleson041000110100.250
currentSTL3BJimmy Crooks031000000100.333
currentSTLSSBlaze Jordan031000000000.333
currentSTLLFJordan Walker041000110100.250
currentSTLCFBryan Torres031000000100.333
currentSTLRFIván Herrera041000100100.250
simulationCOL1OFCole Carrigg552200000200.400
simulationCOL2SSEzequiel Tovar541000001100.250
simulationCOL32BEdouard Julien531000112100.333
simulationCOL41BTJ Rumfield551000110000.200
simulationCOL5CHunter Goodman551000000000.200
simulationCOL63BKyle Karros432200111000.667
simulationCOL7CFJake McCarthy430000001000.000
simulationCOL8LFMickey Moniak440000000100.000
simulationCOL9RFTroy Johnston441000000100.250
simulationSTL1CFNathan Church440000000000.000
simulationSTL2SSMasyn Winn441000100200.250
simulationSTL3SSJJ Wetherholt430000001100.000
simulationSTL41BAlec Burleson431000101100.333
simulationSTL5CJimmy Crooks431000101100.333
simulationSTL61BBlaze Jordan441000000100.250
simulationSTL7RFJordan Walker442001140100.500
simulationSTL8OFBryan Torres331000000000.333
simulationSTL9DHIván Herrera330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCOL1Ryan FeltnerStarter4.1644140008.315.751.46
currentCOL2Brennan BernardinoMiddle Reliever1.0000020000.002.541.17
currentCOL3Jordan RomanoMiddle Reliever1.0000110000.004.861.56
currentCOL4Juan MejiaMiddle Reliever1.0000000000.005.361.57
currentCOL5Jimmy HergetMiddle Reliever0.2100101000.006.821.68
currentSTL1Kyle LeahyStarter5.0833350005.403.441.33
currentSTL2Caleb FergusonMiddle Reliever1.0100100000.003.761.44
currentSTL3George SorianoMiddle Reliever1.0000000000.003.551.16
currentSTL4Riley O'BrienMiddle Reliever1.0000010000.003.351.18
currentSTL5Ryne StanekMiddle Reliever1.0000100000.004.431.46
simulationCOL1Ryan FeltnerStarter4.164414020868.315.751.46
simulationCOL2Jordan RomanoMiddle Reliever1.00001104100.004.861.56
simulationCOL3Juan MejiaMiddle Reliever1.00000003160.005.361.57
simulationCOL4Brennan BernardinoMiddle Reliever1.00000203140.002.541.17
simulationCOL5Jimmy HergetMiddle Reliever0.21001014200.006.821.68
simulationSTL1Kyle LeahyStarter5.0833350261085.403.441.33
simulationSTL2Riley O'BrienMiddle Reliever1.00000103180.003.351.18
simulationSTL3George SorianoMiddle Reliever1.00000003190.003.551.16
simulationSTL4Ryne StanekMiddle Reliever1.00001004170.004.431.46
simulationSTL5Caleb FergusonMiddle Reliever1.01001005200.003.761.44
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
COLRyan FeltnerStarter4.146142086
COLBrennan BernardinoMiddle Reliever1.00002314
COLJordan RomanoMiddle Reliever1.00011410
COLJuan MejiaMiddle Reliever1.00000316
COLJimmy HergetMiddle Reliever0.20110420
STLKyle LeahyStarter5.0383526108
STLCaleb FergusonMiddle Reliever1.00110520
STLGeorge SorianoMiddle Reliever1.00000319
STLRiley O'BrienMiddle Reliever1.00001318
STLRyne StanekMiddle Reliever1.00010417
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.

20260807_DET@SF

20260807_DET@SF.json • 2026-08-07

DET 5 - SF 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_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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=37, sim=36; H: current=10, sim=9; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=6, sim=5; R: current=6, sim=5; 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-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Kevin McGonigle: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Colt Keith: AB current=3 box=4; Riley Greene: H current=1 box=0, R current=1 box=0; Gleyber Torres: HR current=0 box=1, RBI current=1 box=3; Dillon Dingler: AB current=6 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Zach McKinstry: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Spencer Torkelson: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Javier Báez: H current=1 box=2, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=8, sim=6; 2B: current=0, sim=1; RBI: current=3, sim=2; R: current=0, sim=2; BB: current=1, sim=5; SO: current=7, sim=6; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Willy Adames: AB current=4 box=5, H current=1 box=3, SO current=1 box=0; Rafael Devers: AB current=4 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Bryce Eldridge: AB current=5 box=4, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Osleivis Basabe: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Grant McCray: AB current=3 box=2, H current=0 box=1, BB current=1 box=2, SO current=1 box=0; Christian Koss: AB current=3 box=4, H current=1 box=0; Jung Hoo Lee: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=0 box=1; Drew Gilbert: H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match SF pitching: 9.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match SF pitching: 7.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=39 matches SF BF=39.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match DET pitching: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match DET pitching: 6.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match DET pitching: 6.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=39 matches DET BF=39.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF 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-schemaSFCURRENT_FINALIZED_MATCH_BOXSF 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_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.626/0.826.
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 9, SF 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 5 - SF 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_DET@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@SF.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
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: 180.
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: 157.
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: 180.
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.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF 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_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: DET 5 - 2 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 5 - 2 SF.
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: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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: 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 preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_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
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match SF pitching: 9.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match SF pitching: 7.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=39 matches SF BF=39.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match DET pitching: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match DET pitching: 6.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match DET pitching: 6.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=39 matches DET BF=39.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF 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-schemaSFCURRENT_FINALIZED_MATCH_BOXSF 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_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.626/0.826.
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 9, SF 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 5 - SF 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_DET@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@SF.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
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: 180.
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: 157.
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: 180.
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.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF 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_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: DET 5 - 2 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 5 - 2 SF.
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: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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: 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 preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_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_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_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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=37, sim=36; H: current=10, sim=9; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=6, sim=5; R: current=6, sim=5; 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-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Kevin McGonigle: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Colt Keith: AB current=3 box=4; Riley Greene: H current=1 box=0, R current=1 box=0; Gleyber Torres: HR current=0 box=1, RBI current=1 box=3; Dillon Dingler: AB current=6 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Zach McKinstry: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Spencer Torkelson: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Javier Báez: H current=1 box=2, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=8, sim=6; 2B: current=0, sim=1; RBI: current=3, sim=2; R: current=0, sim=2; BB: current=1, sim=5; SO: current=7, sim=6; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Willy Adames: AB current=4 box=5, H current=1 box=3, SO current=1 box=0; Rafael Devers: AB current=4 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Bryce Eldridge: AB current=5 box=4, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Osleivis Basabe: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Grant McCray: AB current=3 box=2, H current=0 box=1, BB current=1 box=2, SO current=1 box=0; Christian Koss: AB current=3 box=4, H current=1 box=0; Jung Hoo Lee: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=0 box=1; Drew Gilbert: H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.67543268203735354.1550517082214355Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction620.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment62Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review62Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target62Capped at max 12 realistic runs
simulation_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
DET00300000259
SF20000000026
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentDETbatting371000066390000
currentDETpitching602569.0200
currentSFbatting33800030170000
currentSFpitching925379.0500
simulationDETbatting369102553700
simulationDETpitching602569.0239157
simulationSFbatting326100225611
simulationSFpitching925379.0539180
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentDET3BKevin McGonigle041000111100.250
currentDETDHColt Keith031000000100.333
currentDETLFRiley Greene041000100100.250
currentDET2BGleyber Torres041000111100.250
currentDETCDillon Dingler062000110100.333
currentDETRFZach McKinstry031000000100.333
currentDET1BSpencer Torkelson041000010100.250
currentDETSSJavier Báez041000110100.250
currentDETCFMax Clark051000111100.200
currentSFSSWilly Adames041000000100.250
currentSF1BRafael Devers041000000100.250
currentSFDHBryce Eldridge051000000100.200
currentSF2BOsleivis Basabe031000010000.333
currentSFLFGrant McCray030000001100.000
currentSF3BChristian Koss031000000100.333
currentSFRFJung Hoo Lee051000010000.200
currentSFCFDrew Gilbert031000000100.333
currentSFCDaniel Susac031000010100.333
simulationDET13BKevin McGonigle552000100000.400
simulationDET22BGleyber Torres541001131100.250
simulationDET3CDillon Dingler541100101000.250
simulationDET4LFRiley Greene440000000100.000
simulationDET5DHColt Keith441000000100.250
simulationDET61BSpencer Torkelson440000000000.000
simulationDET7CFMax Clark430000001200.000
simulationDET8SSJavier Báez442000100100.500
simulationDET9RFZach McKinstry442001120100.500
simulationSF1DHBryce Eldridge540000001200.000
simulationSF2RFJung Hoo Lee552100110100.400
simulationSF3SSWilly Adames553000000000.600
simulationSF41BRafael Devers420000110010.000
simulationSF5CDaniel Susac440000000100.000
simulationSF6CFDrew Gilbert430000001100.000
simulationSF72BOsleivis Basabe430000001000.000
simulationSF8LFGrant McCray421000002000.500
simulationSF93BChristian Koss440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentDET1Keider MonteroStarter5.1522450003.383.171.00
currentDET2Kenley JansenMiddle Reliever1.0000010000.003.341.18
currentDET3Tyler HoltonMiddle Reliever1.1100100000.002.941.29
currentDET4Kyle FinneganMiddle Reliever1.1000000000.002.661.44
currentSF1JT BrubakerStarter5.0533231005.403.171.17
currentSF2Dylan SmithMiddle Reliever1.0100110000.003.101.33
currentSF3Keaton WinnMiddle Reliever1.0100000000.003.031.14
currentSF4Sam HentgesMiddle Reliever1.0000020000.002.521.52
currentSF5Jason FoleyMiddle Reliever1.02220110018.004.261.11
simulationDET1Keider MonteroStarter5.1522450251003.383.171.00
simulationDET2Kenley JansenMiddle Reliever1.00000104160.003.341.18
simulationDET3Kyle FinneganMiddle Reliever1.10000004170.002.661.44
simulationDET4Tyler HoltonMiddle Reliever1.11001006240.002.941.29
simulationSF1JT BrubakerStarter5.053323122985.403.171.17
simulationSF2Dylan SmithMiddle Reliever1.01001105320.003.101.33
simulationSF3Keaton WinnMiddle Reliever1.01000004160.003.031.14
simulationSF4Sam HentgesMiddle Reliever1.00000203150.002.521.52
simulationSF5Jason FoleyMiddle Reliever1.022201151918.004.261.11
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
DETKeider MonteroStarter5.1254525100
DETKenley JansenMiddle Reliever1.00001416
DETTyler HoltonMiddle Reliever1.10110624
DETKyle FinneganMiddle Reliever1.10000417
SFJT BrubakerStarter5.035232298
SFDylan SmithMiddle Reliever1.00111532
SFKeaton WinnMiddle Reliever1.00100416
SFSam HentgesMiddle Reliever1.00002315
SFJason FoleyMiddle Reliever1.02201519
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.

20260807_HOU@SD

20260807_HOU@SD.json • 2026-08-07

HOU 4 - SD 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_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=38, sim=34; H: current=9, sim=8; RBI: current=3, sim=4; BB: current=1, sim=5; SO: current=9, sim=5; 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-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jose Altuve: AB current=5 box=4, H current=1 box=0, RBI current=0 box=1, BB current=0 box=1; Yordan Alvarez: H current=1 box=2, SO current=1 box=0; Daulton Varsho: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Jeremy Peña: H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Isaac Paredes: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Jake Meyers: AB current=3 box=4, H current=1 box=0; Yainer Diaz: AB current=5 box=4, H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; Cam Smith: H current=1 box=2, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=9, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=2, sim=5; R: current=3, sim=5; BB: current=0, sim=5; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Jake Cronenworth: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Jackson Merrill: AB current=5 box=4, HR current=0 box=1, SO current=1 box=0; Fernando Tatis Jr.: AB current=5 box=4, H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Manny Machado: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Gavin Sheets: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Sung-Mun Song: 2B current=0 box=1, BB current=0 box=1, SO current=1 box=0; Luis Rengifo: H current=1 box=0, SO current=1 box=0; Luis Campusano: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match SD pitching: 5.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match SD pitching: 0.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match SD pitching: 8.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match SD pitching: 5.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=40 matches SD BF=40.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match HOU pitching: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match HOU pitching: 7.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match HOU pitching: 6.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=36 matches HOU BF=36.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD 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_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.443.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.557.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.557.
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: 0.474/0.650.
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: HOU 8, SD 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 4 - SD 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SD.{'winner_confidence': 0.5573884819352906, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_HOU@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@SD.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 163.
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: 148.
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: 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.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 4 - 5 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 4 - 5 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SD, simulation=SD, published=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.557.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
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 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
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: SD wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match SD pitching: 5.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match SD pitching: 0.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match SD pitching: 8.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match SD pitching: 5.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=40 matches SD BF=40.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match HOU pitching: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match HOU pitching: 7.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match HOU pitching: 6.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=36 matches HOU BF=36.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD 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_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.443.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.557.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.557.
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: 0.474/0.650.
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: HOU 8, SD 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 4 - SD 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SD.{'winner_confidence': 0.5573884819352906, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_HOU@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@SD.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 163.
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: 148.
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: 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.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 4 - 5 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 4 - 5 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SD, simulation=SD, published=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.557.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
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 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
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: SD wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 7/10 = 0.700.
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_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=38, sim=34; H: current=9, sim=8; RBI: current=3, sim=4; BB: current=1, sim=5; SO: current=9, sim=5; 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-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jose Altuve: AB current=5 box=4, H current=1 box=0, RBI current=0 box=1, BB current=0 box=1; Yordan Alvarez: H current=1 box=2, SO current=1 box=0; Daulton Varsho: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Jeremy Peña: H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Isaac Paredes: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Jake Meyers: AB current=3 box=4, H current=1 box=0; Yainer Diaz: AB current=5 box=4, H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; Cam Smith: H current=1 box=2, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=9, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=2, sim=5; R: current=3, sim=5; BB: current=0, sim=5; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Jake Cronenworth: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Jackson Merrill: AB current=5 box=4, HR current=0 box=1, SO current=1 box=0; Fernando Tatis Jr.: AB current=5 box=4, H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Manny Machado: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Gavin Sheets: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Sung-Mun Song: 2B current=0 box=1, BB current=0 box=1, SO current=1 box=0; Luis Rengifo: H current=1 box=0, SO current=1 box=0; Luis Campusano: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.9726655483245855.084314823150635Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.557Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
HOU00300100048
SD40000010057
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentHOUbatting38900034190000
currentHOUpitching715568.0500
currentSDbatting33900023090000
currentSDpitching804559.0400
simulationHOUbatting348000445510
simulationHOUpitching715568.0536148
simulationSDbatting317301555600
simulationSDpitching804559.0440163
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentHOU2BJose Altuve051000100100.200
currentHOUDHYordan Alvarez041000111100.250
currentHOULFDaulton Varsho041000000100.250
currentHOUSSJeremy Peña051000110100.200
currentHOU3BIsaac Paredes041000000100.250
currentHOUCFJake Meyers031000000100.333
currentHOUCYainer Diaz051000010100.200
currentHOURFCam Smith041000000100.250
currentHOU1BChristian Walker041000100100.250
currentSD1BJake Cronenworth031000000100.333
currentSDCFJackson Merrill051000110100.200
currentSDRFFernando Tatis Jr.051000100100.200
currentSD3BManny Machado041000110100.250
currentSDDHGavin Sheets031000000100.333
currentSD2BSung-Mun Song031000000100.333
currentSDLFLuis Rengifo041000000100.250
currentSDCLuis Campusano031000000100.333
currentSDSSXander Bogaerts031000000100.333
simulationHOU1SSJeremy Peña552000000100.400
simulationHOU2DHYordan Alvarez542000111000.500
simulationHOU33BIsaac Paredes540000001200.000
simulationHOU42BJose Altuve540000111000.000
simulationHOU51BChristian Walker420000111000.000
simulationHOU6LFDaulton Varsho430000001100.000
simulationHOU7CYainer Diaz442000000000.500
simulationHOU8RFCam Smith442000110000.500
simulationHOU9CFJake Meyers440000000100.000
simulationSD1RFFernando Tatis Jr.442100100000.500
simulationSD21BJake Cronenworth430000001200.000
simulationSD33BManny Machado430000001100.000
simulationSD4LFLuis Rengifo440000000000.000
simulationSD5CFJackson Merrill441001110000.250
simulationSD6CLuis Campusano442100110000.500
simulationSD7DHGavin Sheets420000112200.000
simulationSD8SSXander Bogaerts441000120100.250
simulationSD92BSung-Mun Song431100001000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentHOU1Ronel BlancoStarter4.2544530007.717.361.30
currentHOU2Enyel De Los SantosMiddle Reliever1.0000010000.004.221.16
currentHOU3Josh HaderMiddle Reliever1.0000010000.000.750.71
currentHOU4Steven OkertMiddle Reliever1.0100000000.002.240.85
currentHOU6Bryan AbreuMiddle Reliever0.11110110027.004.431.38
currentSD1Robbie RayStarter5.2633450004.763.081.29
currentSD2Adrian MorejonMiddle Reliever1.1100000000.002.951.07
currentSD3Jeremiah EstradaMiddle Reliever1.0111000009.003.651.14
currentSD4Mason MillerMiddle Reliever1.0000100000.000.740.81
simulationHOU1Ronel BlancoStarter4.254453024947.717.361.30
simulationHOU2Josh HaderMiddle Reliever1.00000103130.000.750.71
simulationHOU3Steven OkertMiddle Reliever1.01000004170.002.240.85
simulationHOU4Bryan AbreuMiddle Reliever0.111101121727.004.431.38
simulationHOU5Enyel De Los SantosMiddle Reliever1.0000010370.004.221.16
simulationSD1Robbie RayStarter5.2633450271104.763.081.29
simulationSD2Mason MillerMiddle Reliever1.00001004170.000.740.81
simulationSD3Adrian MorejonMiddle Reliever1.11000005200.002.951.07
simulationSD4Jeremiah EstradaMiddle Reliever1.01110004169.003.651.14
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
HOURonel BlancoStarter4.245532494
HOUEnyel De Los SantosMiddle Reliever1.0000137
HOUJosh HaderMiddle Reliever1.00001313
HOUSteven OkertMiddle Reliever1.00100417
HOUBryan AbreuMiddle Reliever0.11101217
SDRobbie RayStarter5.2364527110
SDAdrian MorejonMiddle Reliever1.10100520
SDJeremiah EstradaMiddle Reliever1.01100416
SDMason MillerMiddle Reliever1.00010417
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.

20260807_LAA@MIA

20260807_LAA@MIA.json • 2026-08-07

LAA 1 - MIA 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_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_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=8, sim=4; 2B: current=0, sim=1; RBI: current=2, sim=1; R: current=2, sim=1; BB: current=1, sim=5; SO: current=10, sim=11).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: Wade Meckler: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Vaughn Grissom: R current=0 box=1; Moisés Ballesteros: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Mike Trout: AB current=5 box=2, 2B current=0 box=1, R current=1 box=0, BB current=1 box=2; Josh Lowe: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Oswald Peraza: AB current=3 box=4, H current=1 box=0; Nolan Schanuel: H current=1 box=0, SO current=1 box=2; Zach Neto: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=8; HR: current=0, sim=1; RBI: current=2, sim=5; R: current=3, sim=5; BB: current=1, sim=3; SO: current=9, sim=8; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Griffin Conine: R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Xavier Edwards: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Kyle Stowers: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Otto Lopez: AB current=5 box=4, H current=1 box=3, SO current=1 box=0; Owen Caissie: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=4, R current=0 box=1; Esteury Ruiz: R current=1 box=0, HBP current=0 box=1; Leo Jiménez: AB current=3 box=4, R current=0 box=1, SO current=1 box=2; Joe Mack: AB current=3 box=4, H current=1 box=0, RBI 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.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match MIA pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match MIA pitching: 0.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match MIA pitching: 4.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match MIA pitching: 11.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches MIA BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match LAA pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match LAA pitching: 8.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match LAA pitching: 8.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=36 matches LAA BF=36.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA 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-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA 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_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.409/0.625.
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: LAA 4, MIA 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 1 - MIA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIA.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_LAA@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@MIA.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 164.
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: 145.
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: 164.
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.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAA 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIA, simulation=MIA, published=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIA wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
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: MIA wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_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_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match MIA pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match MIA pitching: 0.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match MIA pitching: 4.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match MIA pitching: 11.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches MIA BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match LAA pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match LAA pitching: 8.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match LAA pitching: 8.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=36 matches LAA BF=36.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA 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-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA 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_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.409/0.625.
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: LAA 4, MIA 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 1 - MIA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIA.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_LAA@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@MIA.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 164.
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: 145.
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: 164.
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.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAA 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIA, simulation=MIA, published=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIA wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
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: MIA wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_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_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 6/10 = 0.600.
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_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=8, sim=4; 2B: current=0, sim=1; RBI: current=2, sim=1; R: current=2, sim=1; BB: current=1, sim=5; SO: current=10, sim=11).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: Wade Meckler: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Vaughn Grissom: R current=0 box=1; Moisés Ballesteros: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Mike Trout: AB current=5 box=2, 2B current=0 box=1, R current=1 box=0, BB current=1 box=2; Josh Lowe: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Oswald Peraza: AB current=3 box=4, H current=1 box=0; Nolan Schanuel: H current=1 box=0, SO current=1 box=2; Zach Neto: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=8; HR: current=0, sim=1; RBI: current=2, sim=5; R: current=3, sim=5; BB: current=1, sim=3; SO: current=9, sim=8; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Griffin Conine: R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Xavier Edwards: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Kyle Stowers: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Otto Lopez: AB current=5 box=4, H current=1 box=3, SO current=1 box=0; Owen Caissie: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=4, R current=0 box=1; Esteury Ruiz: R current=1 box=0, HBP current=0 box=1; Leo Jiménez: AB current=3 box=4, R current=0 box=1, SO current=1 box=2; Joe Mack: AB current=3 box=4, H current=1 box=0, RBI 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_ml3.66342258453369144.602001667022705Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction240.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment24Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review24Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target24Capped at max 12 realistic runs
simulation_result15Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAA10000000014
MIA00005000058
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLAAbatting338000221100000
currentLAApitching815388.0500
currentMIAbatting31900023190000
currentMIApitching4015119.0100
simulationLAAbatting3141001151100
simulationLAApitching815388.0536145
simulationMIAbatting328001553801
simulationMIApitching4015119.0136164
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAALFWade Meckler031000000100.333
currentLAA3BVaughn Grissom041000010100.250
currentLAADHMoisés Ballesteros031000000100.333
currentLAACFMike Trout051000101100.200
currentLAARFJosh Lowe031000000100.333
currentLAA2BOswald Peraza031000000100.333
currentLAA1BNolan Schanuel041000000100.250
currentLAASSZach Neto051000110200.200
currentLAACTyler Heineman030000000100.000
currentMIADHGriffin Conine031000000100.333
currentMIA2BXavier Edwards041000001100.250
currentMIA1BKyle Stowers041000000100.250
currentMIASSOtto Lopez051000100100.200
currentMIARFOwen Caissie031000010100.333
currentMIALFEsteury Ruiz031000100100.333
currentMIA3BLeo Jiménez031000000100.333
currentMIACJoe Mack031000010100.333
currentMIACFJakob Marsee031000100100.333
simulationLAA1LFWade Meckler440000000200.000
simulationLAA2CFMike Trout421100002000.500
simulationLAA31BNolan Schanuel440000000200.000
simulationLAA4SSZach Neto430000001100.000
simulationLAA53BVaughn Grissom441000110100.250
simulationLAA6DHMoisés Ballesteros430000001200.000
simulationLAA72BOswald Peraza440000000100.000
simulationLAA8RFJosh Lowe440000000200.000
simulationLAA9CTyler Heineman432000001000.667
simulationMIA11BKyle Stowers430000001100.000
simulationMIA2SSOtto Lopez443000100000.750
simulationMIA3DHGriffin Conine431000101000.333
simulationMIA42BXavier Edwards430000111000.000
simulationMIA5RFOwen Caissie441001140100.250
simulationMIA63BLeo Jiménez441000100200.250
simulationMIA7CFJakob Marsee441000000100.250
simulationMIA8CJoe Mack440000000200.000
simulationMIA9LFEsteury Ruiz431000000110.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAA1George KlassenStarter3.07552510015.0011.573.64
currentLAA2Samy Natera Jr.Middle Reliever2.0000010000.002.160.84
currentLAA3José FerminMiddle Reliever1.2000010000.003.131.23
currentLAA6Ben JoyceMiddle Reliever1.1100110000.000.001.00
currentMIA1Tyler PhillipsStarter5.0411350001.803.531.35
currentMIA2Calvin FaucherMiddle Reliever1.0000210000.004.531.49
currentMIA3Michael PetersenMiddle Reliever1.0000020000.003.131.07
currentMIA4Pete FairbanksMiddle Reliever1.0000010000.006.371.36
currentMIA5Victor VodnikMiddle Reliever1.0000020000.004.851.62
simulationLAA1George KlassenStarter3.0755251197515.0011.573.64
simulationLAA2Ben JoyceMiddle Reliever1.11001106240.000.001.00
simulationLAA3Samy Natera Jr.Middle Reliever2.00000106250.002.160.84
simulationLAA4José FerminMiddle Reliever1.20000105210.003.131.23
simulationMIA1Tyler PhillipsStarter5.041135022901.803.531.35
simulationMIA2Pete FairbanksMiddle Reliever1.00000103150.006.371.36
simulationMIA3Calvin FaucherMiddle Reliever1.00002105210.004.531.49
simulationMIA4Michael PetersenMiddle Reliever1.00000203160.003.131.07
simulationMIA5Victor VodnikMiddle Reliever1.00000203220.004.851.62
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LAAGeorge KlassenStarter3.057251975
LAASamy Natera Jr.Middle Reliever2.00001625
LAAJosé FerminMiddle Reliever1.20001521
LAABen JoyceMiddle Reliever1.10111624
MIATyler PhillipsStarter5.014352290
MIACalvin FaucherMiddle Reliever1.00021521
MIAMichael PetersenMiddle Reliever1.00002316
MIAPete FairbanksMiddle Reliever1.00001315
MIAVictor VodnikMiddle Reliever1.00002322
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.

20260807_LAD@ARI

20260807_LAD@ARI.json • 2026-08-07

LAD 5 - ARI 4
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_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=4; 2B: current=0, sim=2; HR: current=0, sim=1; BB: current=2, sim=3; SO: current=9, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Corbin Carroll: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Gabriel Moreno: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ketel Marte: AB current=5 box=4, HR current=0 box=1, RBI current=0 box=1, SO current=1 box=2; Lars Nootbaar: AB current=3 box=4, R current=0 box=1, SO current=1 box=3; Geraldo Perdomo: H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Tim Tawa: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Ryan Waldschmidt: AB current=3 box=2, 2B current=0 box=1, RBI current=0 box=3, R current=0 box=1; Max Kepler: AB current=3 box=2, H current=1 box=0, BB current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=37, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=4, sim=5; R: current=6, sim=5; BB: current=3, sim=2; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: RBI current=1 box=0, BB current=1 box=0, SO current=1 box=0; Max Muncy: 2B current=0 box=1, RBI current=1 box=2, BB current=1 box=0; Freddie Freeman: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Mookie Betts: AB current=5 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Andy Pages: AB current=5 box=4, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Teoscar Hernández: H current=1 box=0, R current=1 box=0; Tommy Edman: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Hunter Feduccia: AB current=3 box=2, 2B current=0 box=1, R current=0 box=1, BB current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match LAD pitching: 3.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match LAD pitching: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match LAD pitching: 11.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=35 matches LAD BF=35.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match ARI pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match ARI pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match ARI pitching: 7.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match ARI pitching: 6.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=36 matches ARI BF=36.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentARICURRENT_LINEUP_SHAPEARI current lineup has 9 expected positions.
PASScurrent_payloadcurrentARICURRENT_MODEL_ZERO_FALLBACKARI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentARICURRENT_NAMES_PRESENTARI current hitter names are populated.
PASScurrent_payloadcurrentARICURRENT_PREDICTIONS_MATCH_FINALIZEDARI hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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 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: 0.431/0.600.
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: LAD 7, ARI 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 5 - ARI 4.
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': 0.64, 'h2h_net_margin': -15, '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': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260712', 'away': 'ARI', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'ARI', 'actual_margin': 2, 'raw_pick_probability': 0.51, 'artifact': '20260712_ARI@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260711', 'away': 'ARI', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'ARI', 'actual_margin': 7, 'raw_pick_probability': 0.64, 'artifact': '20260711_ARI@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260710', 'away': 'ARI', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'ARI', 'actual_margin': 6, 'raw_pick_probability': 0.66, 'artifact': '20260710_ARI@LAD.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_LAD@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@ARI.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
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: 137.
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: 137.
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: 151.
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.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 5 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 5 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
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: LAD wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches 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: 6/10 = 0.600.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match LAD pitching: 3.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match LAD pitching: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match LAD pitching: 11.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=35 matches LAD BF=35.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match ARI pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match ARI pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match ARI pitching: 7.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match ARI pitching: 6.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=36 matches ARI BF=36.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentARICURRENT_LINEUP_SHAPEARI current lineup has 9 expected positions.
PASScurrent_payloadcurrentARICURRENT_MODEL_ZERO_FALLBACKARI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentARICURRENT_NAMES_PRESENTARI current hitter names are populated.
PASScurrent_payloadcurrentARICURRENT_PREDICTIONS_MATCH_FINALIZEDARI hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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 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: 0.431/0.600.
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: LAD 7, ARI 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 5 - ARI 4.
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': 0.64, 'h2h_net_margin': -15, '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': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260712', 'away': 'ARI', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'ARI', 'actual_margin': 2, 'raw_pick_probability': 0.51, 'artifact': '20260712_ARI@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260711', 'away': 'ARI', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'ARI', 'actual_margin': 7, 'raw_pick_probability': 0.64, 'artifact': '20260711_ARI@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260710', 'away': 'ARI', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'ARI', 'actual_margin': 6, 'raw_pick_probability': 0.66, 'artifact': '20260710_ARI@LAD.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_LAD@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@ARI.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
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: 137.
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: 137.
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: 151.
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.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 5 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 5 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
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: LAD wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches 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: 6/10 = 0.600.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD 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_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=4; 2B: current=0, sim=2; HR: current=0, sim=1; BB: current=2, sim=3; SO: current=9, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Corbin Carroll: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Gabriel Moreno: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ketel Marte: AB current=5 box=4, HR current=0 box=1, RBI current=0 box=1, SO current=1 box=2; Lars Nootbaar: AB current=3 box=4, R current=0 box=1, SO current=1 box=3; Geraldo Perdomo: H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Tim Tawa: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Ryan Waldschmidt: AB current=3 box=2, 2B current=0 box=1, RBI current=0 box=3, R current=0 box=1; Max Kepler: AB current=3 box=2, H current=1 box=0, BB current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=37, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=4, sim=5; R: current=6, sim=5; BB: current=3, sim=2; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: RBI current=1 box=0, BB current=1 box=0, SO current=1 box=0; Max Muncy: 2B current=0 box=1, RBI current=1 box=2, BB current=1 box=0; Freddie Freeman: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Mookie Betts: AB current=5 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Andy Pages: AB current=5 box=4, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Teoscar Hernández: H current=1 box=0, R current=1 box=0; Tommy Edman: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Hunter Feduccia: AB current=3 box=2, 2B current=0 box=1, R current=0 box=1, BB current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.2314572334289554.263444900512695Base ML historical model prediction
variance_applied54Deterministic 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_review54Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target54Capped at max 12 realistic runs
simulation_result54Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAD20200001057
ARI01030000044
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLADbatting37900046390000
currentLADpitching4143119.0400
currentARIbatting34900044290000
currentARIpitching725269.0500
simulationLADbatting347202552600
simulationLADpitching4143119.0435151
simulationARIbatting3142014431101
simulationARIpitching725269.0536137
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLADDHShohei Ohtani041000111100.250
currentLAD3BMax Muncy041000111100.250
currentLAD1BFreddie Freeman041000000100.250
currentLADSSMookie Betts051000100100.200
currentLADCFAndy Pages051000110100.200
currentLADLFTeoscar Hernández041000100100.250
currentLAD2BTommy Edman041000010100.250
currentLADCHunter Feduccia031000000100.333
currentLADRFKyle Tucker041000101100.250
currentARIRFCorbin Carroll051000111100.200
currentARICGabriel Moreno041000110100.250
currentARI2BKetel Marte051000100100.200
currentARIDHLars Nootbaar031000000100.333
currentARISSGeraldo Perdomo041000001100.250
currentARI1BTim Tawa031000010100.333
currentARICFRyan Waldschmidt031000000100.333
currentARILFMax Kepler031000000100.333
currentARI3BNolan Arenado041000110100.250
simulationLAD1DHShohei Ohtani441000100000.250
simulationLAD2CFAndy Pages441000000000.250
simulationLAD31BFreddie Freeman441001120100.250
simulationLAD43BMax Muncy441100120100.250
simulationLAD5SSMookie Betts442001110100.500
simulationLAD6RFKyle Tucker440000000200.000
simulationLAD7LFTeoscar Hernández440000000100.000
simulationLAD82BTommy Edman440000000000.000
simulationLAD9CHunter Feduccia421100102000.500
simulationARI1SSGeraldo Perdomo440000000200.000
simulationARI2RFCorbin Carroll440000000100.000
simulationARI3CGabriel Moreno440000000100.000
simulationARI42BKetel Marte441001110200.250
simulationARI5DHLars Nootbaar441000100300.250
simulationARI63BNolan Arenado441100100100.250
simulationARI7LFMax Kepler420000002100.000
simulationARI81BTim Tawa430000000010.000
simulationARI9CFRyan Waldschmidt321100131000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAD1Roki SasakiStarter5.1433371005.064.641.30
currentLAD2Edwin DíazMiddle Reliever1.1011010006.756.231.85
currentLAD3Tanner ScottMiddle Reliever1.0000020000.002.380.88
currentLAD5Evan PhillipsMiddle Reliever1.1000010000.004.821.29
currentARI1Merrill KellyStarter4.2644141007.715.041.49
currentARI2Brandyn GarciaMiddle Reliever2.0000100000.001.740.68
currentARI3Jonathan LoáisigaMiddle Reliever1.0000010000.002.801.11
currentARI4Kevin GinkelMiddle Reliever1.1111011006.753.041.12
simulationLAD1Roki SasakiStarter5.1433371231005.064.641.30
simulationLAD2Edwin DíazMiddle Reliever1.10110104196.756.231.85
simulationLAD3Tanner ScottMiddle Reliever1.00000204150.002.380.88
simulationLAD4Evan PhillipsMiddle Reliever1.10000104170.004.821.29
simulationARI1Merrill KellyStarter4.264414121907.715.041.49
simulationARI2Brandyn GarciaMiddle Reliever2.00001007110.001.740.68
simulationARI3Kevin GinkelMiddle Reliever1.11110115206.753.041.12
simulationARI4Jonathan LoáisigaMiddle Reliever1.00000103160.002.801.11
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LADRoki SasakiStarter5.1343723100
LADEdwin DíazMiddle Reliever1.11001419
LADTanner ScottMiddle Reliever1.00002415
LADEvan PhillipsMiddle Reliever1.10001417
ARIMerrill KellyStarter4.246142190
ARIBrandyn GarciaMiddle Reliever2.00010711
ARIJonathan LoáisigaMiddle Reliever1.00001316
ARIKevin GinkelMiddle Reliever1.11101520
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.

20260807_MIN@MIL

20260807_MIN@MIL.json • 2026-08-07

MIN 2 - MIL 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_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=9, sim=6; 2B: current=0, sim=1; BB: current=0, sim=6; SO: current=9, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Brice Turang: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; William Contreras: AB current=4 box=3, H current=1 box=2, RBI current=0 box=1, BB current=0 box=1; Jackson Chourio: H current=1 box=2, SO current=1 box=0; Luis Lara: H current=1 box=0, RBI current=1 box=0, HBP current=0 box=1; Jake Bauers: AB current=3 box=4, SO current=1 box=2; Garrett Mitchell: 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1, SO current=1 box=2; Christian Yelich: AB current=5 box=2, H current=1 box=0, RBI current=1 box=0, BB current=0 box=2; David Hamilton: H current=1 box=0, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 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-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Austin Martin: AB current=3 box=4, H current=1 box=2, RBI current=0 box=2, R current=0 box=1; Royce Lewis: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Kody Clemens: R current=1 box=0; Luke Keaschall: AB current=3 box=4, H current=1 box=0; Victor Caratini: H current=1 box=2, R current=0 box=1, BB current=0 box=1; Brooks Lee: RBI current=1 box=0, SO current=1 box=0; Ryan Kreidler: AB current=3 box=4, SO current=1 box=2; Ryan Jeffers: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match MIN pitching: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match MIN pitching: 0.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match MIN pitching: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match MIN pitching: 11.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=37 matches MIN BF=37.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match MIL pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match MIL pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match MIL pitching: 8.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=36 matches MIL BF=36.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.400.
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 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: 0.450/0.622.
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: MIN 7, MIL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 2 - MIL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIL; cap=0.6, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.6, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile'], 'signals': {'predicted_team': 'MIL', 'opponent_team': 'MIN', 'h2h_net_margin': 1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-17', 'predicted_team_runs': 4, 'opponent_runs': 5, 'margin_for_predicted_team': -1, 'winner': 'MIN'}, {'date': '2026-05-16', 'predicted_team_runs': 2, 'opponent_runs': 1, 'margin_for_predicted_team': 1, 'winner': 'MIL'}, {'date': '2026-05-15', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'MIL'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'MIL', 'guardrail_opponent_team': 'MIN', 'output_pre_simulation_winner': 'MIL', 'output_opponent_team': 'MIN', 'simulation_score_winner': 'MIL', 'final_score_winner': 'MIL', 'pre_simulation_winner': 'MIL', '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': 'MIN 3 - 4 MIL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 5, 'score_text': 'MIN 2 - 5 MIL', 'winner': 'MIL'}, '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': 2, 'home_runs': 5, 'winner': 'MIL', 'model_winner': 'MIL', 'simulation_winner': 'MIL', 'simulation_winner_agrees': True, 'simulation_score_enabled': 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': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 3, 'winner_quality_edge': 1.7299, 'winner': 'MIL', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_MIN@MIL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@MIL.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 176.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
PASSpitch_countsimulationMILPITCH_COUNT_PITCHER_MATCHMIL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMILPITCH_COUNT_TOTAL_MATCHMIL pitch_count_summary total, row sum, and pitching total all match: 144.
PASSpitch_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: 176.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIN 2 - 5 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 2 - 5 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIL wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 2-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-5, final 2-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_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.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match MIN pitching: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match MIN pitching: 0.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match MIN pitching: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match MIN pitching: 11.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=37 matches MIN BF=37.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match MIL pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match MIL pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match MIL pitching: 8.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=36 matches MIL BF=36.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.400.
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 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: 0.450/0.622.
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: MIN 7, MIL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 2 - MIL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIL; cap=0.6, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.6, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile'], 'signals': {'predicted_team': 'MIL', 'opponent_team': 'MIN', 'h2h_net_margin': 1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-17', 'predicted_team_runs': 4, 'opponent_runs': 5, 'margin_for_predicted_team': -1, 'winner': 'MIN'}, {'date': '2026-05-16', 'predicted_team_runs': 2, 'opponent_runs': 1, 'margin_for_predicted_team': 1, 'winner': 'MIL'}, {'date': '2026-05-15', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'MIL'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'MIL', 'guardrail_opponent_team': 'MIN', 'output_pre_simulation_winner': 'MIL', 'output_opponent_team': 'MIN', 'simulation_score_winner': 'MIL', 'final_score_winner': 'MIL', 'pre_simulation_winner': 'MIL', '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': 'MIN 3 - 4 MIL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 5, 'score_text': 'MIN 2 - 5 MIL', 'winner': 'MIL'}, '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': 2, 'home_runs': 5, 'winner': 'MIL', 'model_winner': 'MIL', 'simulation_winner': 'MIL', 'simulation_winner_agrees': True, 'simulation_score_enabled': 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': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 3, 'winner_quality_edge': 1.7299, 'winner': 'MIL', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_MIN@MIL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@MIL.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 176.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
PASSpitch_countsimulationMILPITCH_COUNT_PITCHER_MATCHMIL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMILPITCH_COUNT_TOTAL_MATCHMIL pitch_count_summary total, row sum, and pitching total all match: 144.
PASSpitch_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: 176.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIN 2 - 5 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 2 - 5 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIL wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 2-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-5, final 2-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_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.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=9, sim=6; 2B: current=0, sim=1; BB: current=0, sim=6; SO: current=9, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Brice Turang: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; William Contreras: AB current=4 box=3, H current=1 box=2, RBI current=0 box=1, BB current=0 box=1; Jackson Chourio: H current=1 box=2, SO current=1 box=0; Luis Lara: H current=1 box=0, RBI current=1 box=0, HBP current=0 box=1; Jake Bauers: AB current=3 box=4, SO current=1 box=2; Garrett Mitchell: 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1, SO current=1 box=2; Christian Yelich: AB current=5 box=2, H current=1 box=0, RBI current=1 box=0, BB current=0 box=2; David Hamilton: H current=1 box=0, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 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-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Austin Martin: AB current=3 box=4, H current=1 box=2, RBI current=0 box=2, R current=0 box=1; Royce Lewis: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Kody Clemens: R current=1 box=0; Luke Keaschall: AB current=3 box=4, H current=1 box=0; Victor Caratini: H current=1 box=2, R current=0 box=1, BB current=0 box=1; Brooks Lee: RBI current=1 box=0, SO current=1 box=0; Ryan Kreidler: AB current=3 box=4, SO current=1 box=2; Ryan Jeffers: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.7166118621826175.414928913116455Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.600Enhanced 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_result25Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIN02000000027
MIL00410000056
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMINbatting32900022190000
currentMINpitching6056118.0500
currentMILbatting33900055090000
currentMILpitching702289.0200
simulationMINbatting347000222800
simulationMINpitching6056118.0537176
simulationMILbatting3061005561101
simulationMILpitching702289.0236144
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMINLFAustin Martin031000000100.333
currentMIN2BRoyce Lewis041000010100.250
currentMINRFKody Clemens041000100100.250
currentMINCFLuke Keaschall031000000100.333
currentMIN1BVictor Caratini031000000100.333
currentMINDHBrooks Lee041000010100.250
currentMIN3BRyan Kreidler031000000100.333
currentMINCRyan Jeffers041000101100.250
currentMINSSJosh Bell041000000100.250
currentMIL2BBrice Turang041000110100.250
currentMILCWilliam Contreras041000100100.250
currentMILLFJackson Chourio041000110100.250
currentMILRFLuis Lara031000010100.333
currentMIL1BJake Bauers031000110100.333
currentMILCFGarrett Mitchell041000000100.250
currentMILDHChristian Yelich051000110100.200
currentMIL3BDavid Hamilton031000000100.333
currentMILSSCooper Pratt031000000100.333
simulationMIN1LFAustin Martin442000120100.500
simulationMIN2CRyan Jeffers440000000000.000
simulationMIN32BRoyce Lewis430000001100.000
simulationMIN4DHJosh Bell440000000100.000
simulationMIN5RFKody Clemens441000000100.250
simulationMIN6CFLuke Keaschall440000000100.000
simulationMIN71BVictor Caratini432000101100.667
simulationMIN83BRyan Kreidler441000000200.250
simulationMIN93BBrooks Lee441000000000.250
simulationMIL12BBrice Turang540000001300.000
simulationMIL2LFJackson Chourio442000110000.500
simulationMIL31BJake Bauers441000110200.250
simulationMIL4CWilliam Contreras432000111100.667
simulationMIL5CFGarrett Mitchell441100120200.250
simulationMIL6DHChristian Yelich420000102000.000
simulationMIL7RFLuis Lara430000000110.000
simulationMIL8SSCooper Pratt430000001000.000
simulationMIL93BDavid Hamilton430000001200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIN1Zebby MatthewsStarter5.0655440009.005.221.31
currentMIN2Andrew MorrisMiddle Reliever1.0000120000.003.191.23
currentMIN3Yoendrys GómezMiddle Reliever1.0000020000.003.351.33
currentMIN4A.J. MinterMiddle Reliever0.2000020000.002.491.03
currentMIN5Jeff HoffmanMiddle Reliever0.1000110000.003.861.35
currentMIL1Shane DrohanStarter5.2522260003.183.481.17
currentMIL2Aaron AshbyMiddle Reliever1.0000000000.003.681.43
currentMIL3Abner UribeMiddle Reliever1.0000000000.002.141.01
currentMIL4Trevor MegillMiddle Reliever1.0100010000.001.870.85
currentMIL5Antonio SenzatelaMiddle Reliever0.1100010000.003.521.29
simulationMIN1Zebby MatthewsStarter5.0655440251059.005.221.31
simulationMIN2Jeff HoffmanMiddle Reliever0.10001103180.003.861.35
simulationMIN3Yoendrys GómezMiddle Reliever1.00000203190.003.351.33
simulationMIN4Andrew MorrisMiddle Reliever1.00001204190.003.191.23
simulationMIN5A.J. MinterMiddle Reliever0.20000202150.002.491.03
simulationMIL1Shane DrohanStarter5.252226024943.183.481.17
simulationMIL2Trevor MegillMiddle Reliever1.01000104160.001.870.85
simulationMIL3Abner UribeMiddle Reliever1.00000003150.002.141.01
simulationMIL4Aaron AshbyMiddle Reliever1.0000000330.003.681.43
simulationMIL5Antonio SenzatelaMiddle Reliever0.11000102160.003.521.29
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MINZebby MatthewsStarter5.0564425105
MINAndrew MorrisMiddle Reliever1.00012419
MINYoendrys GómezMiddle Reliever1.00002319
MINA.J. MinterMiddle Reliever0.20002215
MINJeff HoffmanMiddle Reliever0.10011318
MILShane DrohanStarter5.225262494
MILAaron AshbyMiddle Reliever1.0000033
MILAbner UribeMiddle Reliever1.00000315
MILTrevor MegillMiddle Reliever1.00101416
MILAntonio SenzatelaMiddle Reliever0.10101216
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.

20260807_NYM@PIT

20260807_NYM@PIT.json • 2026-08-07

NYM 3 - PIT 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_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_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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=36, sim=34; H: current=9, sim=7; HR: current=0, sim=2; BB: current=0, sim=3; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: A.J. Ewing: R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Carson Benge: R current=1 box=0; Marcus Semien: R current=1 box=0, SO current=1 box=0; Brett Baty: H current=1 box=0, BB current=0 box=1; Bo Bichette: AB current=5 box=4, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Jared Young: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Francisco Lindor: AB current=6 box=4, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Jorge Polanco: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; 2B: current=0, sim=2; HR: current=0, sim=1; R: current=3, sim=2; BB: current=4, sim=0; SO: current=8, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Esmerlyn Valdez: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Spencer Horwitz: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2; Brandon Lowe: AB current=5 box=4, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ronny Simon: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Bryan Reynolds: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Jake Mangum: H current=1 box=0, SO current=1 box=0; Nick Gonzales: H current=1 box=0, SO current=1 box=0; Rafael Flores Jr.: H current=0 box=1, BB current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match PIT pitching: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match PIT pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match PIT pitching: 7.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match PIT pitching: 8.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=37 matches PIT BF=37.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match NYM pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match NYM pitching: 8.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match NYM pitching: 3.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=35 matches NYM BF=35.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM 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_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASScurrent_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]: 0.528.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.528.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.472.
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: 0.626/0.826.
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: NYM 7, PIT 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 3 - PIT 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYM; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; 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 is split and volatile', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'NYM', 'opponent_team': 'PIT', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-03-29', 'predicted_team_runs': 3, 'opponent_runs': 4, 'margin_for_predicted_team': -1, 'winner': 'PIT'}, {'date': '2026-03-28', 'predicted_team_runs': 4, 'opponent_runs': 2, 'margin_for_predicted_team': 2, 'winner': 'NYM'}, {'date': '2026-03-26', 'predicted_team_runs': 11, 'opponent_runs': 7, 'margin_for_predicted_team': 4, 'winner': 'NYM'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'NYM', 'guardrail_opponent_team': 'PIT', 'output_pre_simulation_winner': 'NYM', 'output_opponent_team': 'PIT', 'simulation_score_winner': 'NYM', 'final_score_winner': 'NYM', 'pre_simulation_winner': 'NYM', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 2, 'score_text': 'NYM 3 - 2 PIT', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 2, 'score_text': 'NYM 3 - 2 PIT', 'winner': 'NYM'}, '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': 2, 'winner': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_score_enabled': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 3, 'home_runs': 2}, 'simulation_score': {'away_runs': 3, 'home_runs': 2}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.6859, 'winner': 'NYM', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_NYM@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@PIT.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countsimulationNYMPITCH_COUNT_PITCHER_MATCHNYM pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 139.
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: 156.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: NYM 3 - 2 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 3 - 2 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYM, simulation=NYM, published=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.528.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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: NYM wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 3-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-2, final 3-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match PIT pitching: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match PIT pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match PIT pitching: 7.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match PIT pitching: 8.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=37 matches PIT BF=37.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match NYM pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match NYM pitching: 8.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match NYM pitching: 3.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=35 matches NYM BF=35.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM 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_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASScurrent_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]: 0.528.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.528.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.472.
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: 0.626/0.826.
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: NYM 7, PIT 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 3 - PIT 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYM; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; 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 is split and volatile', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'NYM', 'opponent_team': 'PIT', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-03-29', 'predicted_team_runs': 3, 'opponent_runs': 4, 'margin_for_predicted_team': -1, 'winner': 'PIT'}, {'date': '2026-03-28', 'predicted_team_runs': 4, 'opponent_runs': 2, 'margin_for_predicted_team': 2, 'winner': 'NYM'}, {'date': '2026-03-26', 'predicted_team_runs': 11, 'opponent_runs': 7, 'margin_for_predicted_team': 4, 'winner': 'NYM'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'NYM', 'guardrail_opponent_team': 'PIT', 'output_pre_simulation_winner': 'NYM', 'output_opponent_team': 'PIT', 'simulation_score_winner': 'NYM', 'final_score_winner': 'NYM', 'pre_simulation_winner': 'NYM', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 2, 'score_text': 'NYM 3 - 2 PIT', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 2, 'score_text': 'NYM 3 - 2 PIT', 'winner': 'NYM'}, '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': 2, 'winner': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_score_enabled': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 3, 'home_runs': 2}, 'simulation_score': {'away_runs': 3, 'home_runs': 2}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.6859, 'winner': 'NYM', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_NYM@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@PIT.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countsimulationNYMPITCH_COUNT_PITCHER_MATCHNYM pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 139.
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: 156.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: NYM 3 - 2 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 3 - 2 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYM, simulation=NYM, published=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.528.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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: NYM wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 3-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-2, final 3-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=36, sim=34; H: current=9, sim=7; HR: current=0, sim=2; BB: current=0, sim=3; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: A.J. Ewing: R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Carson Benge: R current=1 box=0; Marcus Semien: R current=1 box=0, SO current=1 box=0; Brett Baty: H current=1 box=0, BB current=0 box=1; Bo Bichette: AB current=5 box=4, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Jared Young: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Francisco Lindor: AB current=6 box=4, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Jorge Polanco: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; 2B: current=0, sim=2; HR: current=0, sim=1; R: current=3, sim=2; BB: current=4, sim=0; SO: current=8, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Esmerlyn Valdez: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Spencer Horwitz: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2; Brandon Lowe: AB current=5 box=4, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ronny Simon: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Bryan Reynolds: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Jake Mangum: H current=1 box=0, SO current=1 box=0; Nick Gonzales: H current=1 box=0, SO current=1 box=0; Rafael Flores Jr.: H current=0 box=1, BB current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.154113769531254.706657409667969Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction320.528Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment32Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review32Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target32Capped at max 12 realistic runs
simulation_result32Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYM20000001037
PIT00000020028
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYMbatting36900033090000
currentNYMpitching812039.0200
currentPITbatting32800023480000
currentPITpitching723389.0300
simulationNYMbatting347002333800
simulationNYMpitching812039.0235139
simulationPITbatting358201220300
simulationPITpitching723389.0337156
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYMCFA.J. Ewing041000000100.250
currentNYMLFCarson Benge041000100100.250
currentNYM2BMarcus Semien041000100100.250
currentNYMRFBrett Baty031000000100.333
currentNYM3BBo Bichette051000010100.200
currentNYM1BJared Young031000000100.333
currentNYMSSFrancisco Lindor061000110100.167
currentNYMDHJorge Polanco041000000100.250
currentNYMCLuis Torrens031000010100.333
currentPITRFEsmerlyn Valdez031000111100.333
currentPIT1BSpencer Horwitz031000000100.333
currentPIT2BBrandon Lowe051000110100.200
currentPITDHRonny Simon031000001000.333
currentPITLFBryan Reynolds041000101100.250
currentPITCFJake Mangum041000000100.250
currentPIT3BNick Gonzales041000000100.250
currentPITCRafael Flores Jr.030000001100.000
currentPITSSJared Triolo031000000100.333
simulationNYM1CFA.J. Ewing541000101000.250
simulationNYM2SSFrancisco Lindor441000000200.250
simulationNYM33BBo Bichette441001120100.250
simulationNYM4LFCarson Benge441000000100.250
simulationNYM51BJared Young431001111100.333
simulationNYM62BMarcus Semien441000000000.250
simulationNYM7RFBrett Baty430000001100.000
simulationNYM8DHJorge Polanco440000000100.000
simulationNYM9CLuis Torrens441000000100.250
simulationPIT1CFJake Mangum440000000000.000
simulationPIT22BBrandon Lowe441000000000.250
simulationPIT3LFBryan Reynolds440000000100.000
simulationPIT4RFEsmerlyn Valdez442100100000.500
simulationPIT51BSpencer Horwitz441100000200.250
simulationPIT63BNick Gonzales440000000000.000
simulationPIT7DHRonny Simon442001120000.500
simulationPIT8SSJared Triolo441000000000.250
simulationPIT9CRafael Flores Jr.331000000000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYM1Zach ThorntonStarter6.1300030000.002.881.05
currentNYM2Devin WilliamsMiddle Reliever1.0311001009.003.821.49
currentNYM3Kodai SengaMiddle Reliever1.0111000009.008.291.71
currentNYM4Daniel DuarteMiddle Reliever0.2100000000.001.260.77
currentPIT1Carmen MlodzinskiStarter5.0522351003.603.151.31
currentPIT2Gregory SotoMiddle Reliever1.0211001009.003.141.03
currentPIT3Luke WeaverMiddle Reliever1.0000010000.001.840.82
currentPIT4Mason MontgomeryMiddle Reliever1.0000010000.003.331.15
currentPIT5Yohan RamírezMiddle Reliever1.0000010000.002.951.33
simulationNYM1Zach ThorntonStarter6.130003022890.002.881.05
simulationNYM2Devin WilliamsMiddle Reliever1.03110016229.003.821.49
simulationNYM3Kodai SengaMiddle Reliever1.0111000469.008.291.71
simulationNYM4Daniel DuarteMiddle Reliever0.21000003220.001.260.77
simulationPIT1Carmen MlodzinskiStarter5.052235123903.603.151.31
simulationPIT2Luke WeaverMiddle Reliever1.00000103140.001.840.82
simulationPIT3Mason MontgomeryMiddle Reliever1.00000103170.003.331.15
simulationPIT4Gregory SotoMiddle Reliever1.02110015209.003.141.03
simulationPIT5Yohan RamírezMiddle Reliever1.00000103150.002.951.33
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYMZach ThorntonStarter6.103032289
NYMDevin WilliamsMiddle Reliever1.01300622
NYMKodai SengaMiddle Reliever1.0110046
NYMDaniel DuarteMiddle Reliever0.20100322
PITCarmen MlodzinskiStarter5.025352390
PITGregory SotoMiddle Reliever1.01200520
PITLuke WeaverMiddle Reliever1.00001314
PITMason MontgomeryMiddle Reliever1.00001317
PITYohan RamírezMiddle Reliever1.00001315
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
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.

20260807_OAK@BOS

20260807_OAK@BOS.json • 2026-08-07

OAK 3 - BOS 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_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_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-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=37, sim=35; H: current=10, sim=11; 2B: current=0, sim=3; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=5, sim=6; R: current=5, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Nick Sogard: AB current=3 box=5, RBI current=0 box=1, BB current=1 box=0; Wilyer Abreu: AB current=5 box=4, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ceddanne Rafaela: AB current=7 box=4; Caleb Durbin: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Masataka Yoshida: H current=1 box=2, 2B current=0 box=2, RBI current=1 box=0, R current=0 box=1; Jarren Duran: HR current=0 box=1, RBI current=0 box=2; Andruw Monasterio: H current=1 box=2, 2B current=0 box=1, 3B current=0 box=1, RBI current=1 box=2; Jake Rogers: R current=0 box=1, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=8, sim=4; HR: current=0, sim=3; RBI: current=1, sim=3; R: current=0, sim=3; BB: current=0, sim=1; SO: current=8, sim=9; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Henry Bolte: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Tommy White: H current=1 box=0, SO current=1 box=2; Brian Serven: H current=1 box=0, RBI current=1 box=0, SO current=0 box=1, HBP current=0 box=1; Tyler Soderstrom: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Jonah Heim: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Jonathan Ornelas: H current=1 box=0, SO current=1 box=0; Jacob Wilson: AB current=5 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Lawrence Butler: 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.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match OAK pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match OAK pitching: 11.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match OAK pitching: 7.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=37 matches OAK BF=37.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match BOS pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match BOS pitching: 3.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match BOS pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match BOS pitching: 9.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=33 matches BOS BF=33.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK 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_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]: 0.440.
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: 0.409/0.625.
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: OAK 4, BOS 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 3 - BOS 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for BOS; 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': 'BOS', 'opponent_team': 'OAK', 'h2h_net_margin': 2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-30', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'BOS'}, {'date': '2026-07-29', 'predicted_team_runs': 4, 'opponent_runs': 2, 'margin_for_predicted_team': 2, 'winner': 'BOS'}, {'date': '2026-07-28', 'predicted_team_runs': 3, 'opponent_runs': 4, 'margin_for_predicted_team': -1, 'winner': 'OAK'}], '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': '20260730', 'away': 'BOS', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'BOS', 'actual_winner': 'BOS', 'actual_margin': 1, 'raw_pick_probability': 0.53, 'artifact': '20260730_BOS@OAK.json', 'verification': 'pregame_official_final'}, {'date': '20260728', 'away': 'BOS', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'BOS', 'actual_winner': 'OAK', 'actual_margin': 1, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260728_BOS@OAK.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'BOS', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'BOS', 'output_opponent_team': 'OAK', 'simulation_score_winner': 'BOS', 'final_score_winner': 'BOS', 'pre_simulation_winner': 'BOS', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 2, 'home_runs': 6, 'score_text': 'OAK 2 - 6 BOS', 'winner': 'BOS'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 6, 'score_text': 'OAK 3 - 6 BOS', 'winner': 'BOS'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 1, 'home_run_delta': 0, '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': 3, 'home_runs': 6, 'winner': 'BOS', 'model_winner': 'BOS', 'simulation_winner': 'BOS', 'simulation_winner_agrees': True, 'simulation_score_enabled': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 2, 'home_runs': 6}, 'simulation_score': {'away_runs': 3, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 3, 'winner_quality_edge': 2.2826, 'winner': 'BOS', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_OAK@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@BOS.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
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: 140.
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: 140.
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: 155.
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.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 3 - 6 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 3 - 6 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=BOS, simulation=BOS, published=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 1/10 (0.100).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/10 (0.900).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: BOS wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 9/10 = 0.900.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 1/10 = 0.100.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match OAK pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match OAK pitching: 11.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match OAK pitching: 7.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=37 matches OAK BF=37.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match BOS pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match BOS pitching: 3.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match BOS pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match BOS pitching: 9.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=33 matches BOS BF=33.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK 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_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]: 0.440.
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: 0.409/0.625.
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: OAK 4, BOS 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 3 - BOS 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for BOS; 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': 'BOS', 'opponent_team': 'OAK', 'h2h_net_margin': 2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-30', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'BOS'}, {'date': '2026-07-29', 'predicted_team_runs': 4, 'opponent_runs': 2, 'margin_for_predicted_team': 2, 'winner': 'BOS'}, {'date': '2026-07-28', 'predicted_team_runs': 3, 'opponent_runs': 4, 'margin_for_predicted_team': -1, 'winner': 'OAK'}], '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': '20260730', 'away': 'BOS', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'BOS', 'actual_winner': 'BOS', 'actual_margin': 1, 'raw_pick_probability': 0.53, 'artifact': '20260730_BOS@OAK.json', 'verification': 'pregame_official_final'}, {'date': '20260728', 'away': 'BOS', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'BOS', 'actual_winner': 'OAK', 'actual_margin': 1, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260728_BOS@OAK.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'BOS', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'BOS', 'output_opponent_team': 'OAK', 'simulation_score_winner': 'BOS', 'final_score_winner': 'BOS', 'pre_simulation_winner': 'BOS', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 2, 'home_runs': 6, 'score_text': 'OAK 2 - 6 BOS', 'winner': 'BOS'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 6, 'score_text': 'OAK 3 - 6 BOS', 'winner': 'BOS'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 1, 'home_run_delta': 0, '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': 3, 'home_runs': 6, 'winner': 'BOS', 'model_winner': 'BOS', 'simulation_winner': 'BOS', 'simulation_winner_agrees': True, 'simulation_score_enabled': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 2, 'home_runs': 6}, 'simulation_score': {'away_runs': 3, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 3, 'winner_quality_edge': 2.2826, 'winner': 'BOS', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_OAK@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@BOS.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
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: 140.
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: 140.
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: 155.
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.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 3 - 6 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 3 - 6 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=BOS, simulation=BOS, published=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 1/10 (0.100).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/10 (0.900).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: BOS wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 9/10 = 0.900.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 1/10 = 0.100.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=37, sim=35; H: current=10, sim=11; 2B: current=0, sim=3; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=5, sim=6; R: current=5, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Nick Sogard: AB current=3 box=5, RBI current=0 box=1, BB current=1 box=0; Wilyer Abreu: AB current=5 box=4, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ceddanne Rafaela: AB current=7 box=4; Caleb Durbin: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Masataka Yoshida: H current=1 box=2, 2B current=0 box=2, RBI current=1 box=0, R current=0 box=1; Jarren Duran: HR current=0 box=1, RBI current=0 box=2; Andruw Monasterio: H current=1 box=2, 2B current=0 box=1, 3B current=0 box=1, RBI current=1 box=2; Jake Rogers: R current=0 box=1, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=8, sim=4; HR: current=0, sim=3; RBI: current=1, sim=3; R: current=0, sim=3; BB: current=0, sim=1; SO: current=8, sim=9; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Henry Bolte: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Tommy White: H current=1 box=0, SO current=1 box=2; Brian Serven: H current=1 box=0, RBI current=1 box=0, SO current=0 box=1, HBP current=0 box=1; Tyler Soderstrom: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Jonah Heim: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Jonathan Ornelas: H current=1 box=0, SO current=1 box=0; Jacob Wilson: AB current=5 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Lawrence Butler: 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_ml4.2667865753173835.25560998916626Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction260.560Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment26Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review26Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target26Capped at max 12 realistic runs
simulation_result36Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
OAK00010101034
BOS030102000611
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentOAKbatting32800010080000
currentOAKpitching1116178.0600
currentBOSbatting371000055170000
currentBOSpitching433199.0300
simulationOAKbatting314003331901
simulationOAKpitching1116178.0637155
simulationBOSbatting3511311661701
simulationBOSpitching433199.0333140
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentOAKCFHenry Bolte031000000100.333
currentOAK1BTommy White041000000100.250
currentOAKDHBrian Serven031000010000.333
currentOAKLFTyler Soderstrom041000000100.250
currentOAKCJonah Heim041000000100.250
currentOAK2BJonathan Ornelas031000000100.333
currentOAKSSJacob Wilson051000000100.200
currentOAKRFLawrence Butler031000000100.333
currentOAK3BMax Muncy030000000100.000
currentBOS1BNick Sogard031000101100.333
currentBOSRFWilyer Abreu051000110100.200
currentBOSCFCeddanne Rafaela072000110100.286
currentBOS3BCaleb Durbin041000110000.250
currentBOSDHMasataka Yoshida041000010000.250
currentBOSLFJarren Duran041000100100.250
currentBOSSSAndruw Monasterio041000010100.250
currentBOSCJake Rogers031000000100.333
currentBOS2BAnthony Seigler031000000100.333
simulationOAK1CFHenry Bolte441001110100.250
simulationOAK2SSJacob Wilson441001110000.250
simulationOAK3CJonah Heim442001110000.500
simulationOAK4LFTyler Soderstrom430000001100.000
simulationOAK51BTommy White440000000200.000
simulationOAK6DHBrian Serven430000000110.000
simulationOAK7RFLawrence Butler330000000200.000
simulationOAK83BMax Muncy330000000200.000
simulationOAK92BJonathan Ornelas330000000000.000
simulationBOS11BNick Sogard551000110100.200
simulationBOS2CFCeddanne Rafaela442000110100.500
simulationBOS3RFWilyer Abreu441000000000.250
simulationBOS43BCaleb Durbin430000000010.000
simulationBOS5DHMasataka Yoshida442200100000.500
simulationBOS6SSAndruw Monasterio442110120100.500
simulationBOS7LFJarren Duran441001120100.250
simulationBOS82BAnthony Seigler441000000100.250
simulationBOS9CJake Rogers431000101200.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentOAK1Jack PerkinsStarter4.1744051008.316.721.40
currentOAK2Luis MedinaMiddle Reliever1.1100010000.003.551.40
currentOAK3Hogan HarrisMiddle Reliever1.03221000018.003.621.53
currentOAK4Elvis AlvaradoMiddle Reliever1.1000010000.004.581.25
currentBOS1Payton TolleStarter5.1322152003.383.301.15
currentBOS2Aroldis ChapmanMiddle Reliever1.2000020000.001.161.09
currentBOS4Garrett WhitlockMiddle Reliever1.0111011009.001.880.86
currentBOS5Justin SlatenMiddle Reliever1.0000010000.004.551.35
simulationOAK1Jack PerkinsStarter4.174405121918.316.721.40
simulationOAK2Hogan HarrisMiddle Reliever1.032210072618.003.621.53
simulationOAK3Elvis AlvaradoMiddle Reliever1.10000104170.004.581.25
simulationOAK4Luis MedinaMiddle Reliever1.11000105210.003.551.40
simulationBOS1Payton TolleStarter5.132215221903.383.301.15
simulationBOS2Aroldis ChapmanMiddle Reliever1.20000205210.001.161.09
simulationBOS3Garrett WhitlockMiddle Reliever1.01110114169.001.880.86
simulationBOS4Justin SlatenMiddle Reliever1.00000103130.004.551.35
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
OAKJack PerkinsStarter4.147052191
OAKLuis MedinaMiddle Reliever1.10101521
OAKHogan HarrisMiddle Reliever1.02310726
OAKElvis AlvaradoMiddle Reliever1.10001417
BOSPayton TolleStarter5.123152190
BOSAroldis ChapmanMiddle Reliever1.20002521
BOSGarrett WhitlockMiddle Reliever1.01101416
BOSJustin SlatenMiddle Reliever1.00001313
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.

20260807_TB@SEA

20260807_TB@SEA.json • 2026-08-07

TB 4 - 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_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=35, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=2, sim=3; R: current=1, sim=3; BB: current=1, sim=4; SO: current=10, sim=5).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: Taylor Ward: AB current=4 box=5, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Cole Young: 2B current=0 box=1, BB current=0 box=1; Dominic Canzone: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Randy Arozarena: RBI current=0 box=1; Julio Rodríguez: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Brendan Donovan: H current=1 box=0, SO current=1 box=0; Cal Raleigh: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Josh Naylor: H current=1 box=2, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=1; SO: current=7, sim=4; 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Junior Caminero: AB current=4 box=3, 2B current=0 box=1, SO current=1 box=0; Liam Hicks: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=3, R current=0 box=1; Yandy Díaz: AB current=5 box=4, H current=1 box=2, RBI current=1 box=0; Jonny DeLuca: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Jonathan Aranda: AB current=4 box=3, RBI current=1 box=0, HBP current=0 box=1; Victor Mesa Jr.: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Chandler Simpson: SO current=0 box=1; Taylor Walls: H current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match TB pitching: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match TB pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match TB pitching: 5.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=38 matches TB BF=38.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match SEA pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match SEA pitching: 6.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match SEA pitching: 4.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=35 matches SEA BF=35.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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: 0.626/0.826.
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: TB 6, SEA 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TB 4 - SEA 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TB; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'TB', 'opponent_team': 'SEA', 'h2h_net_margin': 4, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-12', 'predicted_team_runs': 2, 'opponent_runs': 8, 'margin_for_predicted_team': -6, 'winner': 'SEA'}, {'date': '2026-07-11', 'predicted_team_runs': 6, 'opponent_runs': 1, 'margin_for_predicted_team': 5, 'winner': 'TB'}, {'date': '2026-07-10', 'predicted_team_runs': 7, 'opponent_runs': 2, 'margin_for_predicted_team': 5, 'winner': 'TB'}], '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': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260712', 'away': 'SEA', 'home': 'TB', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'SEA', 'actual_margin': 6, 'raw_pick_probability': 0.6, 'artifact': '20260712_SEA@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260711', 'away': 'SEA', 'home': 'TB', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'TB', 'actual_margin': 5, 'raw_pick_probability': 0.568835, 'artifact': '20260711_SEA@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260710', 'away': 'SEA', 'home': 'TB', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'TB', 'actual_margin': 5, 'raw_pick_probability': 0.64, 'artifact': '20260710_SEA@TB.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TB', 'guardrail_opponent_team': 'SEA', 'output_pre_simulation_winner': 'TB', 'output_opponent_team': 'SEA', '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': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'TB 4 - 3 SEA', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'TB 4 - 3 SEA', 'winner': 'TB'}, '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': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_score_enabled': 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': 0.6509, 'winner': 'TB', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_TB@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TB@SEA.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 134.
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: 134.
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: 165.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TB 4 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TB 4 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TB, simulation=TB, published=TB.
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: 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: TB wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB 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: TB wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 3/10 = 0.300.
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
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match TB pitching: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match TB pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match TB pitching: 5.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=38 matches TB BF=38.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match SEA pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match SEA pitching: 6.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match SEA pitching: 4.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=35 matches SEA BF=35.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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: 0.626/0.826.
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: TB 6, SEA 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TB 4 - SEA 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TB; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'TB', 'opponent_team': 'SEA', 'h2h_net_margin': 4, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-12', 'predicted_team_runs': 2, 'opponent_runs': 8, 'margin_for_predicted_team': -6, 'winner': 'SEA'}, {'date': '2026-07-11', 'predicted_team_runs': 6, 'opponent_runs': 1, 'margin_for_predicted_team': 5, 'winner': 'TB'}, {'date': '2026-07-10', 'predicted_team_runs': 7, 'opponent_runs': 2, 'margin_for_predicted_team': 5, 'winner': 'TB'}], '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': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260712', 'away': 'SEA', 'home': 'TB', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'SEA', 'actual_margin': 6, 'raw_pick_probability': 0.6, 'artifact': '20260712_SEA@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260711', 'away': 'SEA', 'home': 'TB', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'TB', 'actual_margin': 5, 'raw_pick_probability': 0.568835, 'artifact': '20260711_SEA@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260710', 'away': 'SEA', 'home': 'TB', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'TB', 'actual_margin': 5, 'raw_pick_probability': 0.64, 'artifact': '20260710_SEA@TB.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TB', 'guardrail_opponent_team': 'SEA', 'output_pre_simulation_winner': 'TB', 'output_opponent_team': 'SEA', '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': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'TB 4 - 3 SEA', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'TB 4 - 3 SEA', 'winner': 'TB'}, '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': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_score_enabled': 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': 0.6509, 'winner': 'TB', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_TB@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TB@SEA.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 134.
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: 134.
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: 165.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TB 4 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TB 4 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TB, simulation=TB, published=TB.
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: 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: TB wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB 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: TB wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 3/10 = 0.300.
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_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=35, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=2, sim=3; R: current=1, sim=3; BB: current=1, sim=4; SO: current=10, sim=5).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: Taylor Ward: AB current=4 box=5, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Cole Young: 2B current=0 box=1, BB current=0 box=1; Dominic Canzone: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Randy Arozarena: RBI current=0 box=1; Julio Rodríguez: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Brendan Donovan: H current=1 box=0, SO current=1 box=0; Cal Raleigh: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Josh Naylor: H current=1 box=2, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=1; SO: current=7, sim=4; 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Junior Caminero: AB current=4 box=3, 2B current=0 box=1, SO current=1 box=0; Liam Hicks: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=3, R current=0 box=1; Yandy Díaz: AB current=5 box=4, H current=1 box=2, RBI current=1 box=0; Jonny DeLuca: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Jonathan Aranda: AB current=4 box=3, RBI current=1 box=0, HBP current=0 box=1; Victor Mesa Jr.: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Chandler Simpson: SO current=0 box=1; Taylor Walls: H current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.81437683105468753.7750723361968994Base ML historical model prediction
variance_applied44Deterministic 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
TB20101000046
SEA00100110037
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTBbatting33900044170000
currentTBpitching713459.0300
currentSEAbatting359000211100000
currentSEApitching614149.0400
simulationTBbatting326101441411
simulationTBpitching713459.0338165
simulationSEAbatting347201334500
simulationSEApitching614149.0435134
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTB3BJunior Caminero041000111100.250
currentTBCLiam Hicks041000010000.250
currentTBDHYandy Díaz051000110100.200
currentTBCFJonny DeLuca031000000100.333
currentTB1BJonathan Aranda041000110100.250
currentTBRFVictor Mesa Jr.031000000100.333
currentTBLFChandler Simpson041000000000.250
currentTBSSTaylor Walls031000100100.333
currentTB2BRichie Palacios031000000100.333
currentSEARFTaylor Ward041000001100.250
currentSEA2BCole Young041000000100.250
currentSEADHDominic Canzone041000000100.250
currentSEALFRandy Arozarena041000100100.250
currentSEACFJulio Rodríguez041000010100.250
currentSEA3BBrendan Donovan041000000100.250
currentSEACCal Raleigh041000010200.250
currentSEA1BJosh Naylor041000000100.250
currentSEASSColt Emerson031000000100.333
simulationTB1DHYandy Díaz442000100100.500
simulationTB21BJonathan Aranda431000100110.333
simulationTB33BJunior Caminero431100111000.333
simulationTB4CLiam Hicks431001130000.333
simulationTB5LFChandler Simpson441000000100.250
simulationTB6CFJonny DeLuca440000000000.000
simulationTB7RFVictor Mesa Jr.440000000000.000
simulationTB82BRichie Palacios440000000000.000
simulationTB9SSTaylor Walls330000000100.000
simulationSEA1RFTaylor Ward551100110200.200
simulationSEA22BCole Young541100001100.250
simulationSEA3LFRandy Arozarena441000110100.250
simulationSEA4DHDominic Canzone431001111100.333
simulationSEA5CFJulio Rodríguez430000001000.000
simulationSEA61BJosh Naylor442000000000.500
simulationSEA73BBrendan Donovan440000000000.000
simulationSEA8CCal Raleigh430000001000.000
simulationSEA9SSColt Emerson441000000000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTB1Drew RasmussenStarter6.0522251003.002.910.93
currentTB2Bryan BakerMiddle Reliever1.1111100006.751.420.83
currentTB3Kevin KellyMiddle Reliever1.0000100000.002.080.85
currentTB4Garrett CleavingerMiddle Reliever0.2100000000.003.121.18
currentSEA1Logan GilbertStarter6.1533141004.263.460.99
currentSEA2Andrés MuñozMiddle Reliever1.0000000000.003.461.18
currentSEA3José A. FerrerMiddle Reliever1.0000000000.003.351.34
currentSEA4Eduard BazardoMiddle Reliever0.21110000013.503.471.30
currentSEA5Gabe SpeierMiddle Reliever0.0000000002.101.07
simulationTB1Drew RasmussenStarter6.0522251251103.002.910.93
simulationTB2Bryan BakerMiddle Reliever1.11111006246.751.420.83
simulationTB3Kevin KellyMiddle Reliever1.00001004170.002.080.85
simulationTB4Garrett CleavingerMiddle Reliever0.21000003140.003.121.18
simulationSEA1Logan GilbertStarter6.153314125994.263.460.99
simulationSEA2Andrés MuñozMiddle Reliever1.0000000330.003.461.18
simulationSEA3José A. FerrerMiddle Reliever1.00000003140.003.351.34
simulationSEA4Eduard BazardoMiddle Reliever0.21110003513.503.471.30
simulationSEA5Gabe SpeierMiddle Reliever0.00000001132.101.07
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TBDrew RasmussenStarter6.0252525110
TBBryan BakerMiddle Reliever1.11110624
TBKevin KellyMiddle Reliever1.00010417
TBGarrett CleavingerMiddle Reliever0.20100314
SEALogan GilbertStarter6.135142599
SEAAndrés MuñozMiddle Reliever1.0000033
SEAJosé A. FerrerMiddle Reliever1.00000314
SEAEduard BazardoMiddle Reliever0.2110035
SEAGabe SpeierMiddle Reliever0.00000113
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.

20260807_TOR@PHI

20260807_TOR@PHI.json • 2026-08-07

TOR 2 - PHI 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_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_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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=37, sim=33; H: current=10, sim=9; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=4, sim=6; R: current=4, sim=6; SO: current=10, sim=9).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: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0; Alec Bohm: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Kyle Schwarber: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Trea Turner: AB current=5 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Bryson Stott: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Luis Arraez: AB current=5 box=4, H current=2 box=1, RBI current=1 box=0, R current=0 box=1; Brandon Marsh: H current=1 box=0, R current=1 box=0, SO current=1 box=2; J.T. Realmuto: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=4; 2B: current=0, sim=2; HR: current=0, sim=1; R: current=1, sim=2; BB: current=0, sim=1; SO: current=6, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Jesús Sánchez: AB current=3 box=4, H current=1 box=0; Kazuma Okamoto: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ernie Clement: AB current=5 box=3, 2B current=0 box=1, R current=0 box=1; Josh Smith: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Myles Straw: H current=1 box=0, SO current=0 box=1; Alejandro Kirk: SO current=0 box=1; Nathan Lukes: H current=1 box=0, SO current=1 box=0; Andrés Giménez: H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match TOR pitching: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match TOR pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match TOR pitching: 9.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match TOR pitching: 9.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=35 matches TOR BF=35.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match PHI pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match PHI pitching: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match PHI pitching: 3.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=32 matches PHI BF=32.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI 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_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASScurrent_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]: 0.400.
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 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.474/0.650.
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: TOR 4, PHI 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 2 - PHI 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PHI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PHI; cap=0.6, reasons=recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.6, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile'], 'signals': {'predicted_team': 'PHI', 'opponent_team': 'TOR', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-10', 'predicted_team_runs': 7, 'opponent_runs': 4, 'margin_for_predicted_team': 3, 'winner': 'PHI'}, {'date': '2026-06-09', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'TOR'}, {'date': '2026-06-08', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'PHI'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'PHI', 'guardrail_opponent_team': 'TOR', 'output_pre_simulation_winner': 'PHI', 'output_opponent_team': 'TOR', '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': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 2, 'home_runs': 4, 'score_text': 'TOR 2 - 4 PHI', 'winner': 'PHI'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 6, 'score_text': 'TOR 2 - 6 PHI', 'winner': 'PHI'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 2, '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': 6, 'winner': 'PHI', 'model_winner': 'PHI', 'simulation_winner': 'PHI', 'simulation_winner_agrees': True, 'simulation_score_enabled': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 2, 'home_runs': 4}, 'simulation_score': {'away_runs': 2, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 4, 'winner_quality_edge': 0.6466, 'winner': 'PHI', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_TOR@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@PHI.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
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: 123.
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: 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: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 2 - 6 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 2 - 6 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PHI wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PHI, simulation=PHI, published=PHI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PHI wins 2-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-6, final 2-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PHI wins 6-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 5/10 = 0.500.
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
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match TOR pitching: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match TOR pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match TOR pitching: 9.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match TOR pitching: 9.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=35 matches TOR BF=35.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match PHI pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match PHI pitching: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match PHI pitching: 3.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=32 matches PHI BF=32.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI 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_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASScurrent_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]: 0.400.
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 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.474/0.650.
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: TOR 4, PHI 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 2 - PHI 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PHI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PHI; cap=0.6, reasons=recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.6, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile'], 'signals': {'predicted_team': 'PHI', 'opponent_team': 'TOR', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-10', 'predicted_team_runs': 7, 'opponent_runs': 4, 'margin_for_predicted_team': 3, 'winner': 'PHI'}, {'date': '2026-06-09', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'TOR'}, {'date': '2026-06-08', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'PHI'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'PHI', 'guardrail_opponent_team': 'TOR', 'output_pre_simulation_winner': 'PHI', 'output_opponent_team': 'TOR', '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': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 2, 'home_runs': 4, 'score_text': 'TOR 2 - 4 PHI', 'winner': 'PHI'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 6, 'score_text': 'TOR 2 - 6 PHI', 'winner': 'PHI'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 2, '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': 6, 'winner': 'PHI', 'model_winner': 'PHI', 'simulation_winner': 'PHI', 'simulation_winner_agrees': True, 'simulation_score_enabled': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 2, 'home_runs': 4}, 'simulation_score': {'away_runs': 2, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 4, 'winner_quality_edge': 0.6466, 'winner': 'PHI', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260807_TOR@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@PHI.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
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: 123.
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: 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: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 2 - 6 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 2 - 6 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PHI wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PHI, simulation=PHI, published=PHI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PHI wins 2-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-6, final 2-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PHI wins 6-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 5/10 = 0.500.
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_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_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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=37, sim=33; H: current=10, sim=9; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=4, sim=6; R: current=4, sim=6; SO: current=10, sim=9).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: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0; Alec Bohm: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Kyle Schwarber: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Trea Turner: AB current=5 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Bryson Stott: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Luis Arraez: AB current=5 box=4, H current=2 box=1, RBI current=1 box=0, R current=0 box=1; Brandon Marsh: H current=1 box=0, R current=1 box=0, SO current=1 box=2; J.T. Realmuto: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=4; 2B: current=0, sim=2; HR: current=0, sim=1; R: current=1, sim=2; BB: current=0, sim=1; SO: current=6, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Jesús Sánchez: AB current=3 box=4, H current=1 box=0; Kazuma Okamoto: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ernie Clement: AB current=5 box=3, 2B current=0 box=1, R current=0 box=1; Josh Smith: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Myles Straw: H current=1 box=0, SO current=0 box=1; Alejandro Kirk: SO current=0 box=1; Nathan Lukes: H current=1 box=0, SO current=1 box=0; Andrés Giménez: H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.42024445533752444.792256832122803Base ML historical model prediction
variance_applied35Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.600Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment24Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review24Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target24Capped at max 12 realistic runs
simulation_result26Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TOR01000000124
PHI00410010069
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTORbatting34900021060000
currentTORpitching936298.0600
currentPHIbatting3710000442100000
currentPHIpitching412139.0200
simulationTORbatting314201221300
simulationTORpitching936298.0635150
simulationPHIbatting339103662900
simulationPHIpitching412139.0232123
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTORLFJesús Sánchez031000000100.333
currentTOR1BKazuma Okamoto041000110100.250
currentTOR2BErnie Clement051000010000.200
currentTOR3BJosh Smith031000000100.333
currentTORDHMyles Straw031000000000.333
currentTORCAlejandro Kirk041000000000.250
currentTORRFNathan Lukes041000000100.250
currentTORSSAndrés Giménez031000000100.333
currentTORCFGeorge Springer051000000100.200
currentPHIRFBryce Harper041000111100.250
currentPHI1BAlec Bohm041000010100.250
currentPHIDHKyle Schwarber051000111200.200
currentPHISSTrea Turner051000100100.200
currentPHI3BBryson Stott031000000100.333
currentPHI2BLuis Arraez052000010100.400
currentPHILFBrandon Marsh041000100100.250
currentPHICJ.T. Realmuto041000000100.250
currentPHICFJustin Crawford031000000100.333
simulationTOR1RFNathan Lukes440000000000.000
simulationTOR2CAlejandro Kirk441000000100.250
simulationTOR3LFJesús Sánchez440000000100.000
simulationTOR4DHGeorge Springer442101110000.500
simulationTOR51BKazuma Okamoto440000000000.000
simulationTOR62BErnie Clement331100110000.333
simulationTOR73BJosh Smith320000001000.000
simulationTOR8RFMyles Straw330000000100.000
simulationTOR9SSAndrés Giménez330000000000.000
simulationPHI1DHKyle Schwarber430000001300.000
simulationPHI2SSTrea Turner442100120000.500
simulationPHI3RFBryce Harper442001120100.500
simulationPHI42BLuis Arraez441000100100.250
simulationPHI51BAlec Bohm430000001000.000
simulationPHI6LFBrandon Marsh440000000200.000
simulationPHI7CJ.T. Realmuto441001110200.250
simulationPHI83BBryson Stott441001110000.250
simulationPHI9CFJustin Crawford332000100000.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTOR1José SorianoStarter5.2644162006.353.291.25
currentTOR2Louis VarlandMiddle Reliever1.0011000009.001.381.02
currentTOR3Tyler RogersMiddle Reliever1.0000020000.001.591.08
currentTOR4Spencer MilesMiddle Reliever0.13110110027.003.041.09
currentTOR6Mason FluhartyMiddle Reliever0.0000100003.551.27
currentPHI1Zack WheelerStarter6.0311130001.502.490.91
currentPHI2Jhoan DuranMiddle Reliever1.0000000000.001.370.89
currentPHI3Jonathan BowlanMiddle Reliever1.0111001009.002.880.98
currentPHI4Orion KerkeringMiddle Reliever1.0000000000.003.401.27
simulationTOR1José SorianoStarter5.264416224936.353.291.25
simulationTOR2Louis VarlandMiddle Reliever1.00110003189.001.381.02
simulationTOR3Tyler RogersMiddle Reliever1.00000203130.001.591.08
simulationTOR4Spencer MilesMiddle Reliever0.131101141427.003.041.09
simulationTOR5Mason FluhartyMiddle Reliever0.00001001123.551.27
simulationPHI1Zack WheelerStarter6.031113022891.502.490.91
simulationPHI2Jhoan DuranMiddle Reliever1.00000003150.001.370.89
simulationPHI3Orion KerkeringMiddle Reliever1.0000000330.003.401.27
simulationPHI4Jonathan BowlanMiddle Reliever1.01110014169.002.880.98
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TORJosé SorianoStarter5.246162493
TORLouis VarlandMiddle Reliever1.01000318
TORTyler RogersMiddle Reliever1.00002313
TORSpencer MilesMiddle Reliever0.11301414
TORMason FluhartyMiddle Reliever0.00010112
PHIZack WheelerStarter6.013132289
PHIJhoan DuranMiddle Reliever1.00000315
PHIJonathan BowlanMiddle Reliever1.01100416
PHIOrion KerkeringMiddle Reliever1.0000033
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.