MLB JSON Audit Report

20260728_ARI@PIT

20260728_ARI@PIT.json • 2026-07-28

ARI 4 - PIT 1

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	ARI	CURRENT_PITCHER_DUPLICATION	ARI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	PIT	CURRENT_PITCHER_DUPLICATION	PIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	ARI	CURRENT_FINALIZED_MATCH_BOX	ARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=9, sim=8; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=3, sim=4; BB: current=1, sim=5; HBP: current=0, sim=2).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	ARI	CURRENT_PLAYER_MATCH_BOX	ARI current finalized hitter lines are model predictions and differ from the simulation box score: Geraldo Perdomo: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Ryan Waldschmidt: R current=0 box=1, BB current=0 box=1; Tim Tawa: AB current=3 box=4, H current=1 box=0, BB current=0 box=1; Ketel Marte: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=3; Max Kepler: AB current=3 box=4; Gabriel Moreno: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Nolan Arenado: AB current=3 box=5, 2B current=0 box=1, SO current=1 box=3; Corbin Carroll: AB current=4 box=2, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	PIT	CURRENT_FINALIZED_MATCH_BOX	PIT model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=3, sim=1; R: current=5, sim=1; 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.
INFO	current_vs_final	cross-schema	PIT	CURRENT_PLAYER_MATCH_BOX	PIT current finalized hitter lines are model predictions and differ from the simulation box score: Bryan Reynolds: H current=1 box=2, 2B current=0 box=1, R current=1 box=0, BB current=1 box=0; Brandon Lowe: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Esmerlyn Valdez: AB current=3 box=2, HR current=0 box=1, BB current=0 box=2, SO current=1 box=0; Jake Mangum: H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Marcell Ozuna: 2B current=0 box=1; Ryan O'Hearn: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Endy Rodríguez: H current=1 box=0, BB current=0 box=1; Nick Gonzales: H current=1 box=0, R current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	ARI	BATTING_REALISM	current:ARI hitter lines pass basic baseball constraints.
PASS	batting	current	PIT	BATTING_REALISM	current:PIT hitter lines pass basic baseball constraints.
PASS	batting	simulation	ARI	BATTING_REALISM	simulation:ARI hitter lines pass basic baseball constraints.
PASS	batting	simulation	PIT	BATTING_REALISM	simulation:PIT hitter lines pass basic baseball constraints.
PASS	batting_totals	current	ARI	BATTING_TOTALS_SUM	current:ARI batting totals equal summed player lines.
PASS	batting_totals	current	PIT	BATTING_TOTALS_SUM	current:PIT batting totals equal summed player lines.
PASS	batting_totals	simulation	ARI	BATTING_TOTALS_SUM	simulation:ARI batting totals equal summed player lines.
PASS	batting_totals	simulation	PIT	BATTING_TOTALS_SUM	simulation:PIT batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	ARI	BAT_PITCH_BB_MATCH	simulation:ARI batting walks match PIT pitching: 5.
PASS	boxscore_crosscheck	simulation	ARI	BAT_PITCH_HR_MATCH	simulation:ARI batting home runs match PIT pitching: 1.
PASS	boxscore_crosscheck	simulation	ARI	BAT_PITCH_H_MATCH	simulation:ARI batting hits match PIT pitching: 8.
PASS	boxscore_crosscheck	simulation	ARI	BAT_PITCH_SO_MATCH	simulation:ARI batting strikeouts match PIT pitching: 8.
PASS	boxscore_crosscheck	simulation	ARI	PA_BF_MATCH	simulation:ARI PA=42 matches PIT BF=42.
PASS	boxscore_crosscheck	simulation	ARI	RUNS_MATCH_FINAL	simulation:ARI runs match final score and opposing pitching runs: 4.
PASS	boxscore_crosscheck	simulation	PIT	BAT_PITCH_BB_MATCH	simulation:PIT batting walks match ARI pitching: 3.
PASS	boxscore_crosscheck	simulation	PIT	BAT_PITCH_HR_MATCH	simulation:PIT batting home runs match ARI pitching: 1.
PASS	boxscore_crosscheck	simulation	PIT	BAT_PITCH_H_MATCH	simulation:PIT batting hits match ARI pitching: 7.
PASS	boxscore_crosscheck	simulation	PIT	BAT_PITCH_SO_MATCH	simulation:PIT batting strikeouts match ARI pitching: 10.
PASS	boxscore_crosscheck	simulation	PIT	PA_BF_MATCH	simulation:PIT PA=38 matches ARI BF=38.
PASS	boxscore_crosscheck	simulation	PIT	RUNS_MATCH_FINAL	simulation:PIT runs match final score and opposing pitching runs: 1.
PASS	cross_schema	cross-schema	ARI	CURRENT_FINALIZED_MATCH_BOX	ARI current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	PIT	CURRENT_FINALIZED_MATCH_BOX	PIT current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	ARI	CURRENT_LINEUP_SHAPE	ARI current lineup has 9 expected positions.
PASS	current_payload	current	ARI	CURRENT_MODEL_ZERO_FALLBACK	ARI current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	ARI	CURRENT_NAMES_PRESENT	ARI current hitter names are populated.
PASS	current_payload	current	ARI	CURRENT_PREDICTIONS_MATCH_FINALIZED	ARI hitter predictions mirror finalized stats.
PASS	current_payload	current	PIT	CURRENT_LINEUP_SHAPE	PIT current lineup has 9 expected positions.
PASS	current_payload	current	PIT	CURRENT_MODEL_ZERO_FALLBACK	PIT current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	PIT	CURRENT_NAMES_PRESENT	PIT current hitter names are populated.
PASS	current_payload	current	PIT	CURRENT_PREDICTIONS_MATCH_FINALIZED	PIT hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.560.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.560.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.440.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.479/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: ARI 8, PIT 7.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: ARI 4 - PIT 1.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: ARI.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for ARI; cap=0.56, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result.	{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'ARI', 'opponent_team': 'PIT', 'h2h_net_margin': -4, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'PIT'}, {'date': '2026-05-07', 'predicted_team_runs': 2, 'opponent_runs': 4, 'margin_for_predicted_team': -2, 'winner': 'PIT'}, {'date': '2026-05-07', 'predicted_team_runs': 0, 'opponent_runs': 1, 'margin_for_predicted_team': -1, 'winner': 'PIT'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'ARI', 'confidence': 0.5480091382036653, 'actual_winner': 'PIT', 'actual_margin': 1, 'path': '20260727_ARI@PIT.json'}]}, 'guardrail_predicted_team': 'ARI', 'guardrail_opponent_team': 'PIT', 'output_pre_simulation_winner': 'ARI', 'output_opponent_team': 'PIT', 'final_score_winner': 'ARI', 'pre_simulation_winner': 'ARI', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'ARI 4 - 3 PIT', 'winner': 'ARI'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 1, 'score_text': 'ARI 4 - 1 PIT', 'winner': 'ARI'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': -2, 'total_run_delta': -2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 3, 'winner_quality_edge': -0.4206, 'winner': 'ARI', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_ARI@PIT.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: ARI@PIT.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 174.
PASS	pitch_count	simulation	ARI	PITCH_COUNT_PITCHER_MATCH	ARI pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	ARI	PITCH_COUNT_TOTAL_MATCH	ARI pitch_count_summary total, row sum, and pitching total all match: 165.
PASS	pitch_count	simulation	PIT	PITCH_COUNT_PITCHER_MATCH	PIT pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	PIT	PITCH_COUNT_TOTAL_MATCH	PIT pitch_count_summary total, row sum, and pitching total all match: 174.
PASS	pitching	current	ARI	PITCHING_REALISM	current:ARI pitcher lines pass basic baseball constraints.
PASS	pitching	current	ARI	STARTER_PRESENT	current:ARI includes a starter/opener role.
PASS	pitching	current	PIT	PITCHING_REALISM	current:PIT pitcher lines pass basic baseball constraints.
PASS	pitching	current	PIT	STARTER_PRESENT	current:PIT includes a starter/opener role.
PASS	pitching	simulation	ARI	PITCHING_REALISM	simulation:ARI pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	ARI	STARTER_PRESENT	simulation:ARI includes a starter/opener role.
PASS	pitching	simulation	PIT	PITCHING_REALISM	simulation:PIT pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	PIT	STARTER_PRESENT	simulation:PIT includes a starter/opener role.
PASS	pitching_totals	current	ARI	PITCHING_TOTALS_SUM	current:ARI pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	ARI	PITCHING_TOTALS_SUM	current:ARI pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	PIT	PITCHING_TOTALS_SUM	current:PIT pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	PIT	PITCHING_TOTALS_SUM	current:PIT pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	ARI	PITCHING_TOTALS_SUM	simulation:ARI pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	ARI	PITCHING_TOTALS_SUM	simulation:ARI pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	PIT	PITCHING_TOTALS_SUM	simulation:PIT pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	PIT	PITCHING_TOTALS_SUM	simulation:PIT pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: ARI 4 - 1 PIT.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: ARI 4 - 1 PIT.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: ARI wins 4-1.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=ARI, final=ARI.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.560.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 6/10 (0.600).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: ARI wins 4-1.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: ARI wins 4-1.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 4-1.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 4-1, final 4-1 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 5.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: ARI wins 4-1.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	ARI	RECENT_FORM_RANGE	ARI recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	ARI	TEAM_RECENT_RECORD	ARI wins and win_pct agree: 9/10 = 0.900.
PASS	team_recent_performance	current	PIT	RECENT_FORM_RANGE	PIT recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	PIT	TEAM_RECENT_RECORD	PIT wins and win_pct agree: 4/10 = 0.400.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	ARI	BATTING_REALISM	current:ARI hitter lines pass basic baseball constraints.
PASS	batting	current	PIT	BATTING_REALISM	current:PIT hitter lines pass basic baseball constraints.
PASS	batting	simulation	ARI	BATTING_REALISM	simulation:ARI hitter lines pass basic baseball constraints.
PASS	batting	simulation	PIT	BATTING_REALISM	simulation:PIT hitter lines pass basic baseball constraints.
PASS	batting_totals	current	ARI	BATTING_TOTALS_SUM	current:ARI batting totals equal summed player lines.
PASS	batting_totals	current	PIT	BATTING_TOTALS_SUM	current:PIT batting totals equal summed player lines.
PASS	batting_totals	simulation	ARI	BATTING_TOTALS_SUM	simulation:ARI batting totals equal summed player lines.
PASS	batting_totals	simulation	PIT	BATTING_TOTALS_SUM	simulation:PIT batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	ARI	BAT_PITCH_BB_MATCH	simulation:ARI batting walks match PIT pitching: 5.
PASS	boxscore_crosscheck	simulation	ARI	BAT_PITCH_HR_MATCH	simulation:ARI batting home runs match PIT pitching: 1.
PASS	boxscore_crosscheck	simulation	ARI	BAT_PITCH_H_MATCH	simulation:ARI batting hits match PIT pitching: 8.
PASS	boxscore_crosscheck	simulation	ARI	BAT_PITCH_SO_MATCH	simulation:ARI batting strikeouts match PIT pitching: 8.
PASS	boxscore_crosscheck	simulation	ARI	PA_BF_MATCH	simulation:ARI PA=42 matches PIT BF=42.
PASS	boxscore_crosscheck	simulation	ARI	RUNS_MATCH_FINAL	simulation:ARI runs match final score and opposing pitching runs: 4.
PASS	boxscore_crosscheck	simulation	PIT	BAT_PITCH_BB_MATCH	simulation:PIT batting walks match ARI pitching: 3.
PASS	boxscore_crosscheck	simulation	PIT	BAT_PITCH_HR_MATCH	simulation:PIT batting home runs match ARI pitching: 1.
PASS	boxscore_crosscheck	simulation	PIT	BAT_PITCH_H_MATCH	simulation:PIT batting hits match ARI pitching: 7.
PASS	boxscore_crosscheck	simulation	PIT	BAT_PITCH_SO_MATCH	simulation:PIT batting strikeouts match ARI pitching: 10.
PASS	boxscore_crosscheck	simulation	PIT	PA_BF_MATCH	simulation:PIT PA=38 matches ARI BF=38.
PASS	boxscore_crosscheck	simulation	PIT	RUNS_MATCH_FINAL	simulation:PIT runs match final score and opposing pitching runs: 1.
PASS	cross_schema	cross-schema	ARI	CURRENT_FINALIZED_MATCH_BOX	ARI current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	PIT	CURRENT_FINALIZED_MATCH_BOX	PIT current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	ARI	CURRENT_LINEUP_SHAPE	ARI current lineup has 9 expected positions.
PASS	current_payload	current	ARI	CURRENT_MODEL_ZERO_FALLBACK	ARI current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	ARI	CURRENT_NAMES_PRESENT	ARI current hitter names are populated.
PASS	current_payload	current	ARI	CURRENT_PREDICTIONS_MATCH_FINALIZED	ARI hitter predictions mirror finalized stats.
PASS	current_payload	current	PIT	CURRENT_LINEUP_SHAPE	PIT current lineup has 9 expected positions.
PASS	current_payload	current	PIT	CURRENT_MODEL_ZERO_FALLBACK	PIT current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	PIT	CURRENT_NAMES_PRESENT	PIT current hitter names are populated.
PASS	current_payload	current	PIT	CURRENT_PREDICTIONS_MATCH_FINALIZED	PIT hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.560.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.560.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.440.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.479/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: ARI 8, PIT 7.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: ARI 4 - PIT 1.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: ARI.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for ARI; cap=0.56, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result.	{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'ARI', 'opponent_team': 'PIT', 'h2h_net_margin': -4, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'PIT'}, {'date': '2026-05-07', 'predicted_team_runs': 2, 'opponent_runs': 4, 'margin_for_predicted_team': -2, 'winner': 'PIT'}, {'date': '2026-05-07', 'predicted_team_runs': 0, 'opponent_runs': 1, 'margin_for_predicted_team': -1, 'winner': 'PIT'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'ARI', 'confidence': 0.5480091382036653, 'actual_winner': 'PIT', 'actual_margin': 1, 'path': '20260727_ARI@PIT.json'}]}, 'guardrail_predicted_team': 'ARI', 'guardrail_opponent_team': 'PIT', 'output_pre_simulation_winner': 'ARI', 'output_opponent_team': 'PIT', 'final_score_winner': 'ARI', 'pre_simulation_winner': 'ARI', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'ARI 4 - 3 PIT', 'winner': 'ARI'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 1, 'score_text': 'ARI 4 - 1 PIT', 'winner': 'ARI'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': -2, 'total_run_delta': -2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 3, 'winner_quality_edge': -0.4206, 'winner': 'ARI', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_ARI@PIT.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: ARI@PIT.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 174.
PASS	pitch_count	simulation	ARI	PITCH_COUNT_PITCHER_MATCH	ARI pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	ARI	PITCH_COUNT_TOTAL_MATCH	ARI pitch_count_summary total, row sum, and pitching total all match: 165.
PASS	pitch_count	simulation	PIT	PITCH_COUNT_PITCHER_MATCH	PIT pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	PIT	PITCH_COUNT_TOTAL_MATCH	PIT pitch_count_summary total, row sum, and pitching total all match: 174.
PASS	pitching	current	ARI	PITCHING_REALISM	current:ARI pitcher lines pass basic baseball constraints.
PASS	pitching	current	ARI	STARTER_PRESENT	current:ARI includes a starter/opener role.
PASS	pitching	current	PIT	PITCHING_REALISM	current:PIT pitcher lines pass basic baseball constraints.
PASS	pitching	current	PIT	STARTER_PRESENT	current:PIT includes a starter/opener role.
PASS	pitching	simulation	ARI	PITCHING_REALISM	simulation:ARI pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	ARI	STARTER_PRESENT	simulation:ARI includes a starter/opener role.
PASS	pitching	simulation	PIT	PITCHING_REALISM	simulation:PIT pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	PIT	STARTER_PRESENT	simulation:PIT includes a starter/opener role.
PASS	pitching_totals	current	ARI	PITCHING_TOTALS_SUM	current:ARI pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	ARI	PITCHING_TOTALS_SUM	current:ARI pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	PIT	PITCHING_TOTALS_SUM	current:PIT pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	PIT	PITCHING_TOTALS_SUM	current:PIT pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	ARI	PITCHING_TOTALS_SUM	simulation:ARI pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	ARI	PITCHING_TOTALS_SUM	simulation:ARI pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	PIT	PITCHING_TOTALS_SUM	simulation:PIT pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	PIT	PITCHING_TOTALS_SUM	simulation:PIT pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: ARI 4 - 1 PIT.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: ARI 4 - 1 PIT.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: ARI wins 4-1.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=ARI, final=ARI.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.560.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 6/10 (0.600).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: ARI wins 4-1.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: ARI wins 4-1.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 4-1.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 4-1, final 4-1 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 5.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: ARI wins 4-1.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	ARI	RECENT_FORM_RANGE	ARI recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	ARI	TEAM_RECENT_RECORD	ARI wins and win_pct agree: 9/10 = 0.900.
PASS	team_recent_performance	current	PIT	RECENT_FORM_RANGE	PIT recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	PIT	TEAM_RECENT_RECORD	PIT wins and win_pct agree: 4/10 = 0.400.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	ARI	CURRENT_PITCHER_DUPLICATION	ARI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	PIT	CURRENT_PITCHER_DUPLICATION	PIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	ARI	CURRENT_FINALIZED_MATCH_BOX	ARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=9, sim=8; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=3, sim=4; BB: current=1, sim=5; HBP: current=0, sim=2).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	ARI	CURRENT_PLAYER_MATCH_BOX	ARI current finalized hitter lines are model predictions and differ from the simulation box score: Geraldo Perdomo: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Ryan Waldschmidt: R current=0 box=1, BB current=0 box=1; Tim Tawa: AB current=3 box=4, H current=1 box=0, BB current=0 box=1; Ketel Marte: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=3; Max Kepler: AB current=3 box=4; Gabriel Moreno: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Nolan Arenado: AB current=3 box=5, 2B current=0 box=1, SO current=1 box=3; Corbin Carroll: AB current=4 box=2, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	PIT	CURRENT_FINALIZED_MATCH_BOX	PIT model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=3, sim=1; R: current=5, sim=1; 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.
INFO	current_vs_final	cross-schema	PIT	CURRENT_PLAYER_MATCH_BOX	PIT current finalized hitter lines are model predictions and differ from the simulation box score: Bryan Reynolds: H current=1 box=2, 2B current=0 box=1, R current=1 box=0, BB current=1 box=0; Brandon Lowe: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Esmerlyn Valdez: AB current=3 box=2, HR current=0 box=1, BB current=0 box=2, SO current=1 box=0; Jake Mangum: H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Marcell Ozuna: 2B current=0 box=1; Ryan O'Hearn: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Endy Rodríguez: H current=1 box=0, BB current=0 box=1; Nick Gonzales: H current=1 box=0, R current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	6.353708267211914	3.892230272293091		Base ML historical model prediction
variance_applied	6	4		Random variance applied (0.9-1.1)
enhanced_prediction	4	3	0.560	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	4	3		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	4	3		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	4	3		Capped at max 12 realistic runs
simulation_result	4	1		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
ARI	0	1	0	0	3	0	0	0	0	4	8
PIT	0	0	0	1	0	0	0	0	0	1	7

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	ARI	batting	33	9	0	0	0	3	4	1	8	0	0	0	0
current	ARI	pitching		7			1		1	3	10					9.0	1	0	0
current	PIT	batting	33	9	0	0	0	3	5	1	9	0	0	0	0
current	PIT	pitching		8			1		4	5	8					9.0	4	0	0
simulation	ARI	batting	35	8	2	0	1	4	4	5	8	0	2
simulation	ARI	pitching		7			1		1	3	10					9.0	1	38	165
simulation	PIT	batting	34	7	2	0	1	1	1	3	10	0	1
simulation	PIT	pitching		8			1		4	5	8					9.0	4	42	174

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	HR	R	RBI	BB	SO	HBP	AVG
current	ARI		DH	Geraldo Perdomo	0	4	1	0	0	1	0	1	1	0	0.250
current	ARI		C	Ryan Waldschmidt	0	4	1	0	0	0	0	0	1	0	0.250
current	ARI		1B	Tim Tawa	0	3	1	0	0	0	0	0	1	0	0.333
current	ARI		2B	Ketel Marte	0	4	1	0	0	1	1	0	1	0	0.250
current	ARI		3B	Max Kepler	0	3	1	0	0	0	0	0	1	0	0.333
current	ARI		SS	Gabriel Moreno	0	4	1	0	0	0	1	0	1	0	0.250
current	ARI		LF	Nolan Arenado	0	3	1	0	0	0	0	0	1	0	0.333
current	ARI		CF	Corbin Carroll	0	4	1	0	0	1	1	0	1	0	0.250
current	ARI		RF	Ildemaro Vargas	0	4	1	0	0	1	0	0	0	0	0.250
current	PIT		LF	Bryan Reynolds	0	4	1	0	0	1	0	1	1	0	0.250
current	PIT		2B	Brandon Lowe	0	4	1	0	0	1	1	0	1	0	0.250
current	PIT		RF	Esmerlyn Valdez	0	3	1	0	0	1	1	0	1	0	0.333
current	PIT		CF	Jake Mangum	0	4	1	0	0	0	0	0	1	0	0.250
current	PIT		DH	Marcell Ozuna	0	4	1	0	0	0	0	0	1	0	0.250
current	PIT		1B	Ryan O'Hearn	0	4	1	0	0	1	1	0	1	0	0.250
current	PIT		C	Endy Rodríguez	0	3	1	0	0	0	0	0	1	0	0.333
current	PIT		3B	Nick Gonzales	0	4	1	0	0	1	0	0	1	0	0.250
current	PIT		SS	Jacob Gonzalez	0	3	1	0	0	0	0	0	1	0	0.333
simulation	ARI	1	CF	Ryan Waldschmidt	5	4	1	0	0	1	0	1	1	0	0.250
simulation	ARI	2	SS	Geraldo Perdomo	5	4	0	0	0	0	0	1	0	0	0.000
simulation	ARI	3	2B	Ketel Marte	5	5	2	0	1	1	3	0	0	0	0.400
simulation	ARI	4	LF	Tim Tawa	5	4	0	0	0	0	0	1	1	0	0.000
simulation	ARI	5	C	Gabriel Moreno	5	4	1	0	0	1	0	1	1	0	0.250
simulation	ARI	6	3B	Nolan Arenado	5	5	1	1	0	0	0	0	3	0	0.200
simulation	ARI	7	RF	Corbin Carroll	4	2	1	0	0	0	0	1	0	1	0.500
simulation	ARI	8	LF	Max Kepler	4	4	1	0	0	0	0	0	1	0	0.250
simulation	ARI	9	1B	Ildemaro Vargas	4	3	1	1	0	1	1	0	1	1	0.333
simulation	PIT	1	CF	Jake Mangum	5	4	0	0	0	0	0	0	2	1	0.000
simulation	PIT	2	2B	Brandon Lowe	5	5	1	0	0	0	0	0	2	0	0.200
simulation	PIT	3	LF	Bryan Reynolds	4	4	2	1	0	0	0	0	1	0	0.500
simulation	PIT	4	RF	Esmerlyn Valdez	4	2	1	0	1	1	1	2	0	0	0.500
simulation	PIT	5	1B	Ryan O'Hearn	4	4	1	0	0	0	0	0	0	0	0.250
simulation	PIT	6	3B	Nick Gonzales	4	4	0	0	0	0	0	0	1	0	0.000
simulation	PIT	7	C	Endy Rodríguez	4	3	0	0	0	0	0	1	1	0	0.000
simulation	PIT	8	DH	Marcell Ozuna	4	4	1	1	0	0	0	0	1	0	0.250
simulation	PIT	9	SS	Jacob Gonzalez	4	4	1	0	0	0	0	0	2	0	0.250

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	ARI	1	Eduardo Rodriguez	Starter	6.2	4	0	0	1	7	1	0	0	0.00	2.45	1.23
current	ARI	2	Jonathan Loáisiga	Middle Reliever	1.0	2	0	0	1	1	0	0	0	0.00	0.00	0.43
current	ARI	4	Kevin Ginkel	Middle Reliever	0.1	1	1	1	1	1	0	0	0	27.00	9.00	2.00
current	ARI	5	Paul Sewald	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	0.00	0.00
current	PIT	1	Bubba Chandler	Starter	5.1	4	4	4	3	6	1	0	0	6.75	4.47	1.39
current	PIT	2	Gregory Soto	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	3.09	0.96
current	PIT	3	Mason Montgomery	Middle Reliever	1.2	2	0	0	1	0	0	0	0	0.00	3.53	1.18
current	PIT	4	Yohan Ramírez	Middle Reliever	1.0	2	0	0	1	1	0	0	0	0.00	3.21	1.38
simulation	ARI	1	Eduardo Rodriguez	Starter	6.2	4	0	0	1	7	1	25	108	0.00	2.45	1.23
simulation	ARI	2	Paul Sewald	Middle Reliever	1.0	0	0	0	0	1	0	3	13	0.00	0.00	0.00
simulation	ARI	3	Jonathan Loáisiga	Middle Reliever	1.0	2	0	0	1	1	0	6	23	0.00	0.00	0.43
simulation	ARI	4	Kevin Ginkel	Middle Reliever	0.1	1	1	1	1	1	0	4	21	27.00	9.00	2.00
simulation	PIT	1	Bubba Chandler	Starter	5.1	4	4	4	3	6	1	24	101	6.75	4.47	1.39
simulation	PIT	2	Gregory Soto	Middle Reliever	1.0	0	0	0	0	1	0	4	19	0.00	3.09	0.96
simulation	PIT	3	Mason Montgomery	Middle Reliever	1.2	2	0	0	1	0	0	8	31	0.00	3.53	1.18
simulation	PIT	4	Yohan Ramírez	Middle Reliever	1.0	2	0	0	1	1	0	6	23	0.00	3.21	1.38

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
ARI	Eduardo Rodriguez	Starter	6.2	0	4	1	7	25	108
ARI	Jonathan Loáisiga	Middle Reliever	1.0	0	2	1	1	6	23
ARI	Kevin Ginkel	Middle Reliever	0.1	1	1	1	1	4	21
ARI	Paul Sewald	Middle Reliever	1.0	0	0	0	1	3	13
PIT	Bubba Chandler	Starter	5.1	4	4	3	6	24	101
PIT	Gregory Soto	Middle Reliever	1.0	0	0	0	1	4	19
PIT	Mason Montgomery	Middle Reliever	1.2	0	2	1	0	8	31
PIT	Yohan Ramírez	Middle Reliever	1.0	0	2	1	1	6	23

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	not triggered	0	0	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_ATL@NYM

20260728_ATL@NYM.json • 2026-07-28

ATL 6 - NYM 3

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	ATL	CURRENT_PITCHER_DUPLICATION	ATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	NYM	CURRENT_PITCHER_DUPLICATION	NYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	ATL	CURRENT_FINALIZED_MATCH_BOX	ATL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=4; R: current=5, sim=6; BB: current=1, sim=3; SO: current=9, sim=7).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	ATL	CURRENT_PLAYER_MATCH_BOX	ATL current finalized hitter lines are model predictions and differ from the simulation box score: Ronald Acuña Jr.: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Drake Baldwin: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=3; Matt Olson: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ozzie Albies: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; Michael Harris II: H current=1 box=3, HR current=0 box=3, RBI current=1 box=5, SO current=1 box=0; Jim Jarvis: AB current=3 box=4, R current=0 box=1; Mauricio Dubón: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=0 box=1; Austin Riley: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	NYM	CURRENT_FINALIZED_MATCH_BOX	NYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=9, sim=7; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; R: current=0, sim=3; BB: current=0, sim=1; SO: current=9, sim=8).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	NYM	CURRENT_PLAYER_MATCH_BOX	NYM current finalized hitter lines are model predictions and differ from the simulation box score: Francisco Lindor: 3B current=0 box=1, R current=0 box=1; Luis Robert Jr.: H current=1 box=0, SO current=1 box=0; Bo Bichette: AB current=5 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Francisco Alvarez: BB current=0 box=1, SO current=1 box=0; Jared Young: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Carson Benge: H current=1 box=0, SO current=1 box=3; Tyrone Taylor: AB current=3 box=4, RBI current=1 box=0, SO current=1 box=0; Marcus Semien: H current=1 box=2, HR current=0 box=1, R current=0 box=1, SO current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	ATL	BATTING_REALISM	current:ATL hitter lines pass basic baseball constraints.
PASS	batting	current	NYM	BATTING_REALISM	current:NYM hitter lines pass basic baseball constraints.
PASS	batting	simulation	ATL	BATTING_REALISM	simulation:ATL hitter lines pass basic baseball constraints.
PASS	batting	simulation	NYM	BATTING_REALISM	simulation:NYM hitter lines pass basic baseball constraints.
PASS	batting_totals	current	ATL	BATTING_TOTALS_SUM	current:ATL batting totals equal summed player lines.
PASS	batting_totals	current	NYM	BATTING_TOTALS_SUM	current:NYM batting totals equal summed player lines.
PASS	batting_totals	simulation	ATL	BATTING_TOTALS_SUM	simulation:ATL batting totals equal summed player lines.
PASS	batting_totals	simulation	NYM	BATTING_TOTALS_SUM	simulation:NYM batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	ATL	BAT_PITCH_BB_MATCH	simulation:ATL batting walks match NYM pitching: 3.
PASS	boxscore_crosscheck	simulation	ATL	BAT_PITCH_HR_MATCH	simulation:ATL batting home runs match NYM pitching: 4.
PASS	boxscore_crosscheck	simulation	ATL	BAT_PITCH_H_MATCH	simulation:ATL batting hits match NYM pitching: 8.
PASS	boxscore_crosscheck	simulation	ATL	BAT_PITCH_SO_MATCH	simulation:ATL batting strikeouts match NYM pitching: 7.
PASS	boxscore_crosscheck	simulation	ATL	PA_BF_MATCH	simulation:ATL PA=38 matches NYM BF=38.
PASS	boxscore_crosscheck	simulation	ATL	RUNS_MATCH_FINAL	simulation:ATL runs match final score and opposing pitching runs: 6.
PASS	boxscore_crosscheck	simulation	NYM	BAT_PITCH_BB_MATCH	simulation:NYM batting walks match ATL pitching: 1.
PASS	boxscore_crosscheck	simulation	NYM	BAT_PITCH_HR_MATCH	simulation:NYM batting home runs match ATL pitching: 1.
PASS	boxscore_crosscheck	simulation	NYM	BAT_PITCH_H_MATCH	simulation:NYM batting hits match ATL pitching: 7.
PASS	boxscore_crosscheck	simulation	NYM	BAT_PITCH_SO_MATCH	simulation:NYM batting strikeouts match ATL pitching: 8.
PASS	boxscore_crosscheck	simulation	NYM	PA_BF_MATCH	simulation:NYM PA=36 matches ATL BF=36.
PASS	boxscore_crosscheck	simulation	NYM	RUNS_MATCH_FINAL	simulation:NYM runs match final score and opposing pitching runs: 3.
PASS	cross_schema	cross-schema	ATL	CURRENT_FINALIZED_MATCH_BOX	ATL current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	NYM	CURRENT_FINALIZED_MATCH_BOX	NYM current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	ATL	CURRENT_LINEUP_SHAPE	ATL current lineup has 9 expected positions.
PASS	current_payload	current	ATL	CURRENT_MODEL_ZERO_FALLBACK	ATL current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	ATL	CURRENT_NAMES_PRESENT	ATL current hitter names are populated.
PASS	current_payload	current	ATL	CURRENT_PREDICTIONS_MATCH_FINALIZED	ATL hitter predictions mirror finalized stats.
PASS	current_payload	current	NYM	CURRENT_LINEUP_SHAPE	NYM current lineup has 9 expected positions.
PASS	current_payload	current	NYM	CURRENT_MODEL_ZERO_FALLBACK	NYM current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	NYM	CURRENT_NAMES_PRESENT	NYM current hitter names are populated.
PASS	current_payload	current	NYM	CURRENT_PREDICTIONS_MATCH_FINALIZED	NYM hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.530.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.530.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.470.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.602/0.810.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: ATL 8, NYM 7.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: ATL 6 - NYM 3.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: ATL.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for ATL; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head margin does not support a strong repeat pick.	{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 5 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'repeat-pick guardrail flipped the lean after a blowout miss and opponent breakout'], 'signals': {'predicted_team': 'ATL', 'opponent_team': 'NYM', 'h2h_net_margin': -13, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 3, 'opponent_runs': 14, 'margin_for_predicted_team': -11, 'winner': 'NYM'}, {'date': '2026-07-06', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'NYM'}, {'date': '2026-07-05', 'predicted_team_runs': 9, 'opponent_runs': 10, 'margin_for_predicted_team': -1, 'winner': 'NYM'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 5, 'same_pick_actual_loss_count': 2, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'ATL', 'confidence': 0.56, 'actual_winner': 'NYM', 'actual_margin': 11, 'path': '20260727_ATL@NYM.json'}, {'date': '2026-07-06', 'predicted_team': 'ATL', 'confidence': 0.64, 'actual_winner': 'NYM', 'actual_margin': 1, 'path': '20260706_NYM@ATL.json'}, {'date': '2026-07-05', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': 'ATL', 'actual_margin': 11, 'path': '20260705_NYM@ATL.json'}, {'date': '2026-07-04', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'path': '20260704_NYM@ATL.json'}, {'date': '2026-07-03', 'predicted_team': 'ATL', 'confidence': 0.64, 'actual_winner': 'ATL', 'actual_margin': 2, 'path': '20260703_NYM@ATL.json'}]}, 'guardrail_predicted_team': 'ATL', 'guardrail_opponent_team': 'NYM', 'output_pre_simulation_winner': 'ATL', 'output_opponent_team': 'NYM', 'final_score_winner': 'ATL', 'pre_simulation_winner': 'ATL', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'ATL 5 - 4 NYM', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'ATL 6 - 3 NYM', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 1, 'home_run_delta': -1, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 3, 'winner_quality_edge': 1.5654, 'winner': 'ATL', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_ATL@NYM.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: ATL@NYM.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 174.
PASS	pitch_count	simulation	ATL	PITCH_COUNT_PITCHER_MATCH	ATL pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	ATL	PITCH_COUNT_TOTAL_MATCH	ATL pitch_count_summary total, row sum, and pitching total all match: 154.
PASS	pitch_count	simulation	NYM	PITCH_COUNT_PITCHER_MATCH	NYM pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	NYM	PITCH_COUNT_TOTAL_MATCH	NYM pitch_count_summary total, row sum, and pitching total all match: 174.
PASS	pitching	current	ATL	PITCHING_REALISM	current:ATL pitcher lines pass basic baseball constraints.
PASS	pitching	current	ATL	STARTER_PRESENT	current:ATL includes a starter/opener role.
PASS	pitching	current	NYM	PITCHING_REALISM	current:NYM pitcher lines pass basic baseball constraints.
PASS	pitching	current	NYM	STARTER_PRESENT	current:NYM includes a starter/opener role.
PASS	pitching	simulation	ATL	PITCHING_REALISM	simulation:ATL pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	ATL	STARTER_PRESENT	simulation:ATL includes a starter/opener role.
PASS	pitching	simulation	NYM	PITCHING_REALISM	simulation:NYM pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	NYM	STARTER_PRESENT	simulation:NYM includes a starter/opener role.
PASS	pitching_totals	current	ATL	PITCHING_TOTALS_SUM	current:ATL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	ATL	PITCHING_TOTALS_SUM	current:ATL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	NYM	PITCHING_TOTALS_SUM	current:NYM pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	NYM	PITCHING_TOTALS_SUM	current:NYM pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	ATL	PITCHING_TOTALS_SUM	simulation:ATL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	ATL	PITCHING_TOTALS_SUM	simulation:ATL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	NYM	PITCHING_TOTALS_SUM	simulation:NYM pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	NYM	PITCHING_TOTALS_SUM	simulation:NYM pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: ATL 6 - 3 NYM.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: ATL 6 - 3 NYM.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: ATL wins 6-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=ATL, final=ATL.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.530.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 6/10 (0.600).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: ATL wins 6-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: ATL wins 6-3.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 6-3.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 6-3, final 6-3 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 9.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: ATL wins 6-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	ATL	RECENT_FORM_RANGE	ATL recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	ATL	TEAM_RECENT_RECORD	ATL wins and win_pct agree: 5/10 = 0.500.
PASS	team_recent_performance	current	NYM	RECENT_FORM_RANGE	NYM recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	NYM	TEAM_RECENT_RECORD	NYM wins and win_pct agree: 5/10 = 0.500.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	ATL	BATTING_REALISM	current:ATL hitter lines pass basic baseball constraints.
PASS	batting	current	NYM	BATTING_REALISM	current:NYM hitter lines pass basic baseball constraints.
PASS	batting	simulation	ATL	BATTING_REALISM	simulation:ATL hitter lines pass basic baseball constraints.
PASS	batting	simulation	NYM	BATTING_REALISM	simulation:NYM hitter lines pass basic baseball constraints.
PASS	batting_totals	current	ATL	BATTING_TOTALS_SUM	current:ATL batting totals equal summed player lines.
PASS	batting_totals	current	NYM	BATTING_TOTALS_SUM	current:NYM batting totals equal summed player lines.
PASS	batting_totals	simulation	ATL	BATTING_TOTALS_SUM	simulation:ATL batting totals equal summed player lines.
PASS	batting_totals	simulation	NYM	BATTING_TOTALS_SUM	simulation:NYM batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	ATL	BAT_PITCH_BB_MATCH	simulation:ATL batting walks match NYM pitching: 3.
PASS	boxscore_crosscheck	simulation	ATL	BAT_PITCH_HR_MATCH	simulation:ATL batting home runs match NYM pitching: 4.
PASS	boxscore_crosscheck	simulation	ATL	BAT_PITCH_H_MATCH	simulation:ATL batting hits match NYM pitching: 8.
PASS	boxscore_crosscheck	simulation	ATL	BAT_PITCH_SO_MATCH	simulation:ATL batting strikeouts match NYM pitching: 7.
PASS	boxscore_crosscheck	simulation	ATL	PA_BF_MATCH	simulation:ATL PA=38 matches NYM BF=38.
PASS	boxscore_crosscheck	simulation	ATL	RUNS_MATCH_FINAL	simulation:ATL runs match final score and opposing pitching runs: 6.
PASS	boxscore_crosscheck	simulation	NYM	BAT_PITCH_BB_MATCH	simulation:NYM batting walks match ATL pitching: 1.
PASS	boxscore_crosscheck	simulation	NYM	BAT_PITCH_HR_MATCH	simulation:NYM batting home runs match ATL pitching: 1.
PASS	boxscore_crosscheck	simulation	NYM	BAT_PITCH_H_MATCH	simulation:NYM batting hits match ATL pitching: 7.
PASS	boxscore_crosscheck	simulation	NYM	BAT_PITCH_SO_MATCH	simulation:NYM batting strikeouts match ATL pitching: 8.
PASS	boxscore_crosscheck	simulation	NYM	PA_BF_MATCH	simulation:NYM PA=36 matches ATL BF=36.
PASS	boxscore_crosscheck	simulation	NYM	RUNS_MATCH_FINAL	simulation:NYM runs match final score and opposing pitching runs: 3.
PASS	cross_schema	cross-schema	ATL	CURRENT_FINALIZED_MATCH_BOX	ATL current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	NYM	CURRENT_FINALIZED_MATCH_BOX	NYM current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	ATL	CURRENT_LINEUP_SHAPE	ATL current lineup has 9 expected positions.
PASS	current_payload	current	ATL	CURRENT_MODEL_ZERO_FALLBACK	ATL current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	ATL	CURRENT_NAMES_PRESENT	ATL current hitter names are populated.
PASS	current_payload	current	ATL	CURRENT_PREDICTIONS_MATCH_FINALIZED	ATL hitter predictions mirror finalized stats.
PASS	current_payload	current	NYM	CURRENT_LINEUP_SHAPE	NYM current lineup has 9 expected positions.
PASS	current_payload	current	NYM	CURRENT_MODEL_ZERO_FALLBACK	NYM current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	NYM	CURRENT_NAMES_PRESENT	NYM current hitter names are populated.
PASS	current_payload	current	NYM	CURRENT_PREDICTIONS_MATCH_FINALIZED	NYM hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.530.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.530.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.470.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.602/0.810.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: ATL 8, NYM 7.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: ATL 6 - NYM 3.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: ATL.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for ATL; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head margin does not support a strong repeat pick.	{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 5 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'repeat-pick guardrail flipped the lean after a blowout miss and opponent breakout'], 'signals': {'predicted_team': 'ATL', 'opponent_team': 'NYM', 'h2h_net_margin': -13, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 3, 'opponent_runs': 14, 'margin_for_predicted_team': -11, 'winner': 'NYM'}, {'date': '2026-07-06', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'NYM'}, {'date': '2026-07-05', 'predicted_team_runs': 9, 'opponent_runs': 10, 'margin_for_predicted_team': -1, 'winner': 'NYM'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 5, 'same_pick_actual_loss_count': 2, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'ATL', 'confidence': 0.56, 'actual_winner': 'NYM', 'actual_margin': 11, 'path': '20260727_ATL@NYM.json'}, {'date': '2026-07-06', 'predicted_team': 'ATL', 'confidence': 0.64, 'actual_winner': 'NYM', 'actual_margin': 1, 'path': '20260706_NYM@ATL.json'}, {'date': '2026-07-05', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': 'ATL', 'actual_margin': 11, 'path': '20260705_NYM@ATL.json'}, {'date': '2026-07-04', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'path': '20260704_NYM@ATL.json'}, {'date': '2026-07-03', 'predicted_team': 'ATL', 'confidence': 0.64, 'actual_winner': 'ATL', 'actual_margin': 2, 'path': '20260703_NYM@ATL.json'}]}, 'guardrail_predicted_team': 'ATL', 'guardrail_opponent_team': 'NYM', 'output_pre_simulation_winner': 'ATL', 'output_opponent_team': 'NYM', 'final_score_winner': 'ATL', 'pre_simulation_winner': 'ATL', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'ATL 5 - 4 NYM', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'ATL 6 - 3 NYM', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 1, 'home_run_delta': -1, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 3, 'winner_quality_edge': 1.5654, 'winner': 'ATL', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_ATL@NYM.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: ATL@NYM.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 174.
PASS	pitch_count	simulation	ATL	PITCH_COUNT_PITCHER_MATCH	ATL pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	ATL	PITCH_COUNT_TOTAL_MATCH	ATL pitch_count_summary total, row sum, and pitching total all match: 154.
PASS	pitch_count	simulation	NYM	PITCH_COUNT_PITCHER_MATCH	NYM pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	NYM	PITCH_COUNT_TOTAL_MATCH	NYM pitch_count_summary total, row sum, and pitching total all match: 174.
PASS	pitching	current	ATL	PITCHING_REALISM	current:ATL pitcher lines pass basic baseball constraints.
PASS	pitching	current	ATL	STARTER_PRESENT	current:ATL includes a starter/opener role.
PASS	pitching	current	NYM	PITCHING_REALISM	current:NYM pitcher lines pass basic baseball constraints.
PASS	pitching	current	NYM	STARTER_PRESENT	current:NYM includes a starter/opener role.
PASS	pitching	simulation	ATL	PITCHING_REALISM	simulation:ATL pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	ATL	STARTER_PRESENT	simulation:ATL includes a starter/opener role.
PASS	pitching	simulation	NYM	PITCHING_REALISM	simulation:NYM pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	NYM	STARTER_PRESENT	simulation:NYM includes a starter/opener role.
PASS	pitching_totals	current	ATL	PITCHING_TOTALS_SUM	current:ATL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	ATL	PITCHING_TOTALS_SUM	current:ATL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	NYM	PITCHING_TOTALS_SUM	current:NYM pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	NYM	PITCHING_TOTALS_SUM	current:NYM pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	ATL	PITCHING_TOTALS_SUM	simulation:ATL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	ATL	PITCHING_TOTALS_SUM	simulation:ATL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	NYM	PITCHING_TOTALS_SUM	simulation:NYM pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	NYM	PITCHING_TOTALS_SUM	simulation:NYM pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: ATL 6 - 3 NYM.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: ATL 6 - 3 NYM.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: ATL wins 6-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=ATL, final=ATL.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.530.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 6/10 (0.600).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: ATL wins 6-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: ATL wins 6-3.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 6-3.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 6-3, final 6-3 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 9.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: ATL wins 6-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	ATL	RECENT_FORM_RANGE	ATL recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	ATL	TEAM_RECENT_RECORD	ATL wins and win_pct agree: 5/10 = 0.500.
PASS	team_recent_performance	current	NYM	RECENT_FORM_RANGE	NYM recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	NYM	TEAM_RECENT_RECORD	NYM wins and win_pct agree: 5/10 = 0.500.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	ATL	CURRENT_PITCHER_DUPLICATION	ATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	NYM	CURRENT_PITCHER_DUPLICATION	NYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	ATL	CURRENT_FINALIZED_MATCH_BOX	ATL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=4; R: current=5, sim=6; BB: current=1, sim=3; SO: current=9, sim=7).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	ATL	CURRENT_PLAYER_MATCH_BOX	ATL current finalized hitter lines are model predictions and differ from the simulation box score: Ronald Acuña Jr.: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Drake Baldwin: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=3; Matt Olson: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ozzie Albies: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; Michael Harris II: H current=1 box=3, HR current=0 box=3, RBI current=1 box=5, SO current=1 box=0; Jim Jarvis: AB current=3 box=4, R current=0 box=1; Mauricio Dubón: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=0 box=1; Austin Riley: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	NYM	CURRENT_FINALIZED_MATCH_BOX	NYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=9, sim=7; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; R: current=0, sim=3; BB: current=0, sim=1; SO: current=9, sim=8).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	NYM	CURRENT_PLAYER_MATCH_BOX	NYM current finalized hitter lines are model predictions and differ from the simulation box score: Francisco Lindor: 3B current=0 box=1, R current=0 box=1; Luis Robert Jr.: H current=1 box=0, SO current=1 box=0; Bo Bichette: AB current=5 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Francisco Alvarez: BB current=0 box=1, SO current=1 box=0; Jared Young: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Carson Benge: H current=1 box=0, SO current=1 box=3; Tyrone Taylor: AB current=3 box=4, RBI current=1 box=0, SO current=1 box=0; Marcus Semien: H current=1 box=2, HR current=0 box=1, R current=0 box=1, SO current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	4.544366359710693	3.5566670894622803		Base ML historical model prediction
variance_applied	4	3		Random variance applied (0.9-1.1)
enhanced_prediction	3	4	0.530	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	3	4		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	5	4		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	5	4		Capped at max 12 realistic runs
simulation_result	6	3		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
ATL	0	1	1	0	0	2	0	2	0	6	8
NYM	2	0	0	0	1	0	0	0	0	3	7

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	ATL	batting	34	9	0	0	0	6	5	1	9	0	0	0	0
current	ATL	pitching		7			1		3	1	8					9.0	3	0	0
current	NYM	batting	34	9	0	0	0	3	0	0	9	0	0	0	0
current	NYM	pitching		8			4		6	3	7					9.0	6	0	0
simulation	ATL	batting	35	8	1	0	4	6	6	3	7	0	0
simulation	ATL	pitching		7			1		3	1	8					9.0	3	36	154
simulation	NYM	batting	33	7	1	1	1	3	3	1	8	1	1
simulation	NYM	pitching		8			4		6	3	7					9.0	6	38	174

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	3B	HR	R	RBI	BB	SO	HBP	AVG
current	ATL		RF	Ronald Acuña Jr.	0	4	1	0	0	0	1	0	1	1	0	0.250
current	ATL		C	Drake Baldwin	0	4	1	0	0	0	1	1	0	1	0	0.250
current	ATL		1B	Matt Olson	0	4	1	0	0	0	1	1	0	1	0	0.250
current	ATL		2B	Ozzie Albies	0	4	1	0	0	0	1	1	0	1	0	0.250
current	ATL		CF	Michael Harris II	0	4	1	0	0	0	1	1	0	1	0	0.250
current	ATL		SS	Jim Jarvis	0	3	1	0	0	0	0	0	0	1	0	0.333
current	ATL		LF	Mauricio Dubón	0	4	1	0	0	0	0	1	0	1	0	0.250
current	ATL		3B	Austin Riley	0	4	1	0	0	0	0	1	0	1	0	0.250
current	ATL		DH	Mike Yastrzemski	0	3	1	0	0	0	0	0	0	1	0	0.333
current	NYM		SS	Francisco Lindor	0	4	1	0	0	0	0	1	0	1	0	0.250
current	NYM		DH	Luis Robert Jr.	0	4	1	0	0	0	0	0	0	1	0	0.250
current	NYM		3B	Bo Bichette	0	5	1	0	0	0	0	0	0	1	0	0.200
current	NYM		CF	A.J. Ewing	0	4	1	0	0	0	0	0	0	1	0	0.250
current	NYM		C	Francisco Alvarez	0	3	1	0	0	0	0	0	0	1	0	0.333
current	NYM		1B	Jared Young	0	3	1	0	0	0	0	0	0	1	0	0.333
current	NYM		RF	Carson Benge	0	4	1	0	0	0	0	0	0	1	0	0.250
current	NYM		LF	Tyrone Taylor	0	3	1	0	0	0	0	1	0	1	0	0.333
current	NYM		2B	Marcus Semien	0	4	1	0	0	0	0	1	0	1	0	0.250
simulation	ATL	1	RF	Ronald Acuña Jr.	5	5	2	0	0	1	1	1	0	1	0	0.400
simulation	ATL	2	C	Drake Baldwin	5	4	0	0	0	0	1	0	1	3	0	0.000
simulation	ATL	3	2B	Ozzie Albies	4	4	2	1	0	0	1	0	0	0	0	0.500
simulation	ATL	4	1B	Matt Olson	4	4	0	0	0	0	0	0	0	1	0	0.000
simulation	ATL	5	CF	Michael Harris II	4	4	3	0	0	3	1	5	0	0	0	0.750
simulation	ATL	6	LF	Mauricio Dubón	4	3	0	0	0	0	1	0	1	0	0	0.000
simulation	ATL	7	3B	Austin Riley	4	3	0	0	0	0	0	0	1	0	0	0.000
simulation	ATL	8	DH	Mike Yastrzemski	4	4	0	0	0	0	0	0	0	1	0	0.000
simulation	ATL	9	SS	Jim Jarvis	4	4	1	0	0	0	1	0	0	1	0	0.250
simulation	NYM	1	CF	A.J. Ewing	4	4	1	0	0	0	0	0	0	1	0	0.250
simulation	NYM	2	SS	Francisco Lindor	4	4	1	0	1	0	1	1	0	1	0	0.250
simulation	NYM	3	3B	Bo Bichette	4	2	1	1	0	0	1	1	0	1	1	0.500
simulation	NYM	4	DH	Luis Robert Jr.	4	4	0	0	0	0	0	0	0	0	0	0.000
simulation	NYM	5	C	Francisco Alvarez	4	3	1	0	0	0	0	0	1	0	0	0.333
simulation	NYM	6	1B	Jared Young	4	4	0	0	0	0	0	0	0	2	0	0.000
simulation	NYM	7	RF	Carson Benge	4	4	0	0	0	0	0	0	0	3	0	0.000
simulation	NYM	8	LF	Tyrone Taylor	4	4	1	0	0	0	0	0	0	0	0	0.250
simulation	NYM	9	2B	Marcus Semien	4	4	2	0	0	1	1	1	0	0	0	0.500

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	ATL	1	Chris Sale	Starter	6.0	5	2	2	1	7	1	0	0	3.00	2.19	1.05
current	ATL	2	Didier Fuentes	Middle Reliever	1.0	1	1	1	0	0	0	0	0	9.00	2.70	1.18
current	ATL	3	Dylan Lee	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	2.27	0.76
current	ATL	4	Raisel Iglesias	Middle Reliever	1.0	1	0	0	0	0	0	0	0	0.00	2.43	1.08
current	NYM	1	Christian Scott	Starter	5.2	3	2	2	2	6	2	0	0	3.18	3.13	1.26
current	NYM	2	Brooks Raley	Middle Reliever	1.0	2	2	2	0	0	1	0	0	18.00	2.09	1.14
current	NYM	3	Devin Williams	Middle Reliever	1.0	2	2	2	1	0	1	0	0	18.00	3.89	1.50
current	NYM	4	Luke Weaver	Middle Reliever	1.0	0	0	0	0	0	0	0	0	0.00	1.93	0.83
current	NYM	5	Huascar Brazobán	Middle Reliever	0.1	1	0	0	0	1	0	0	0	0.00	2.66	1.03
simulation	ATL	1	Chris Sale	Starter	6.0	5	2	2	1	7	1	24	99	3.00	2.19	1.05
simulation	ATL	2	Raisel Iglesias	Middle Reliever	1.0	1	0	0	0	0	0	4	16	0.00	2.43	1.08
simulation	ATL	3	Dylan Lee	Middle Reliever	1.0	0	0	0	0	1	0	4	18	0.00	2.27	0.76
simulation	ATL	4	Didier Fuentes	Middle Reliever	1.0	1	1	1	0	0	0	4	21	9.00	2.70	1.18
simulation	NYM	1	Christian Scott	Starter	5.2	3	2	2	2	6	2	22	100	3.18	3.13	1.26
simulation	NYM	2	Devin Williams	Middle Reliever	1.0	2	2	2	1	0	1	6	23	18.00	3.89	1.50
simulation	NYM	3	Luke Weaver	Middle Reliever	1.0	0	0	0	0	0	0	3	14	0.00	1.93	0.83
simulation	NYM	4	Brooks Raley	Middle Reliever	1.0	2	2	2	0	0	1	5	21	18.00	2.09	1.14
simulation	NYM	5	Huascar Brazobán	Middle Reliever	0.1	1	0	0	0	1	0	2	16	0.00	2.66	1.03

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
ATL	Chris Sale	Starter	6.0	2	5	1	7	24	99
ATL	Didier Fuentes	Middle Reliever	1.0	1	1	0	0	4	21
ATL	Dylan Lee	Middle Reliever	1.0	0	0	0	1	4	18
ATL	Raisel Iglesias	Middle Reliever	1.0	0	1	0	0	4	16
NYM	Christian Scott	Starter	5.2	2	3	2	6	22	100
NYM	Brooks Raley	Middle Reliever	1.0	2	2	0	0	5	21
NYM	Devin Williams	Middle Reliever	1.0	2	2	1	0	6	23
NYM	Luke Weaver	Middle Reliever	1.0	0	0	0	0	3	14
NYM	Huascar Brazobán	Middle Reliever	0.1	0	1	0	1	2	16

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	not triggered	0	0	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_BAL@DET

20260728_BAL@DET.json • 2026-07-28

BAL 3 - DET 2

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	BAL	CURRENT_PITCHER_DUPLICATION	BAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	DET	CURRENT_PITCHER_DUPLICATION	DET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	BAL	CURRENT_FINALIZED_MATCH_BOX	BAL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=0, sim=3; SO: current=9, sim=7; HBP: current=0, sim=1).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	BAL	CURRENT_PLAYER_MATCH_BOX	BAL current finalized hitter lines are model predictions and differ from the simulation box score: Pete Alonso: 2B current=0 box=1, R current=1 box=0; Dylan Beavers: AB current=4 box=5, R current=0 box=1; Taylor Ward: 2B current=0 box=1, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Gunnar Henderson: AB current=5 box=4, H current=1 box=0, R current=1 box=0; Jackson Holliday: AB current=3 box=2, R current=0 box=1, HBP current=0 box=1; Coby Mayo: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=3; Leody Taveras: AB current=3 box=4, 3B current=0 box=1; Jeremiah Jackson: H current=1 box=0, BB current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	DET	CURRENT_FINALIZED_MATCH_BOX	DET model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=6; 2B: current=0, sim=2; RBI: current=4, sim=2; R: current=3, sim=2; SO: current=9, sim=7; 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.
INFO	current_vs_final	cross-schema	DET	CURRENT_PLAYER_MATCH_BOX	DET current finalized hitter lines are model predictions and differ from the simulation box score: Colt Keith: AB current=3 box=4, H current=1 box=2; Riley Greene: AB current=4 box=3, H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Kevin McGonigle: R current=1 box=0, SO current=1 box=0; Dillon Dingler: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Spencer Torkelson: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Zach McKinstry: AB current=3 box=4, SO current=1 box=0; Hao-Yu Lee: AB current=3 box=4, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; James Outman: AB current=3 box=4, H current=1 box=0, SO current=1 box=4		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	BAL	BATTING_REALISM	current:BAL hitter lines pass basic baseball constraints.
PASS	batting	current	DET	BATTING_REALISM	current:DET hitter lines pass basic baseball constraints.
PASS	batting	simulation	BAL	BATTING_REALISM	simulation:BAL hitter lines pass basic baseball constraints.
PASS	batting	simulation	DET	BATTING_REALISM	simulation:DET hitter lines pass basic baseball constraints.
PASS	batting_totals	current	BAL	BATTING_TOTALS_SUM	current:BAL batting totals equal summed player lines.
PASS	batting_totals	current	DET	BATTING_TOTALS_SUM	current:DET batting totals equal summed player lines.
PASS	batting_totals	simulation	BAL	BATTING_TOTALS_SUM	simulation:BAL batting totals equal summed player lines.
PASS	batting_totals	simulation	DET	BATTING_TOTALS_SUM	simulation:DET batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	BAL	BAT_PITCH_BB_MATCH	simulation:BAL batting walks match DET pitching: 2.
PASS	boxscore_crosscheck	simulation	BAL	BAT_PITCH_HR_MATCH	simulation:BAL batting home runs match DET pitching: 1.
PASS	boxscore_crosscheck	simulation	BAL	BAT_PITCH_H_MATCH	simulation:BAL batting hits match DET pitching: 7.
PASS	boxscore_crosscheck	simulation	BAL	BAT_PITCH_SO_MATCH	simulation:BAL batting strikeouts match DET pitching: 7.
PASS	boxscore_crosscheck	simulation	BAL	PA_BF_MATCH	simulation:BAL PA=37 matches DET BF=37.
PASS	boxscore_crosscheck	simulation	BAL	RUNS_MATCH_FINAL	simulation:BAL runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	DET	BAT_PITCH_BB_MATCH	simulation:DET batting walks match BAL pitching: 3.
PASS	boxscore_crosscheck	simulation	DET	BAT_PITCH_HR_MATCH	simulation:DET batting home runs match BAL pitching: 0.
PASS	boxscore_crosscheck	simulation	DET	BAT_PITCH_H_MATCH	simulation:DET batting hits match BAL pitching: 6.
PASS	boxscore_crosscheck	simulation	DET	BAT_PITCH_SO_MATCH	simulation:DET batting strikeouts match BAL pitching: 7.
PASS	boxscore_crosscheck	simulation	DET	PA_BF_MATCH	simulation:DET PA=37 matches BAL BF=37.
PASS	boxscore_crosscheck	simulation	DET	RUNS_MATCH_FINAL	simulation:DET runs match final score and opposing pitching runs: 2.
PASS	cross_schema	cross-schema	BAL	CURRENT_FINALIZED_MATCH_BOX	BAL current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	DET	CURRENT_FINALIZED_MATCH_BOX	DET current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	BAL	CURRENT_LINEUP_SHAPE	BAL current lineup has 9 expected positions.
PASS	current_payload	current	BAL	CURRENT_MODEL_ZERO_FALLBACK	BAL current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	BAL	CURRENT_NAMES_PRESENT	BAL current hitter names are populated.
PASS	current_payload	current	BAL	CURRENT_PREDICTIONS_MATCH_FINALIZED	BAL hitter predictions mirror finalized stats.
PASS	current_payload	current	DET	CURRENT_LINEUP_SHAPE	DET current lineup has 9 expected positions.
PASS	current_payload	current	DET	CURRENT_MODEL_ZERO_FALLBACK	DET current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	DET	CURRENT_NAMES_PRESENT	DET current hitter names are populated.
PASS	current_payload	current	DET	CURRENT_PREDICTIONS_MATCH_FINALIZED	DET hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.510.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.510.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.490.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.480/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: BAL 7, DET 6.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: BAL 3 - DET 2.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: BAL.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for BAL; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result.	{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'DET', 'opponent_team': 'BAL', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 5, 'opponent_runs': 8, 'margin_for_predicted_team': -3, 'winner': 'BAL'}, {'date': '2026-05-24', 'predicted_team_runs': 4, 'opponent_runs': 1, 'margin_for_predicted_team': 3, 'winner': 'DET'}, {'date': '2026-05-24', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'BAL'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'DET', 'confidence': 0.64, 'actual_winner': 'BAL', 'actual_margin': 3, 'path': '20260727_BAL@DET.json'}]}, 'guardrail_predicted_team': 'DET', 'guardrail_opponent_team': 'BAL', 'output_pre_simulation_winner': 'BAL', 'output_opponent_team': 'DET', 'final_score_winner': 'BAL', 'pre_simulation_winner': 'BAL', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'BAL 4 - 3 DET', 'winner': 'BAL'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 2, 'score_text': 'BAL 3 - 2 DET', 'winner': 'BAL'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -1, 'home_run_delta': -1, 'total_run_delta': -2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.3084, 'winner': 'BAL', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_BAL@DET.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: BAL@DET.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 146.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count	simulation	BAL	PITCH_COUNT_PITCHER_MATCH	BAL pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	BAL	PITCH_COUNT_TOTAL_MATCH	BAL pitch_count_summary total, row sum, and pitching total all match: 146.
PASS	pitch_count	simulation	DET	PITCH_COUNT_PITCHER_MATCH	DET pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	DET	PITCH_COUNT_TOTAL_MATCH	DET pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitching	current	BAL	PITCHING_REALISM	current:BAL pitcher lines pass basic baseball constraints.
PASS	pitching	current	BAL	STARTER_PRESENT	current:BAL includes a starter/opener role.
PASS	pitching	current	DET	PITCHING_REALISM	current:DET pitcher lines pass basic baseball constraints.
PASS	pitching	current	DET	STARTER_PRESENT	current:DET includes a starter/opener role.
PASS	pitching	simulation	BAL	PITCHING_REALISM	simulation:BAL pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	BAL	STARTER_PRESENT	simulation:BAL includes a starter/opener role.
PASS	pitching	simulation	DET	PITCHING_REALISM	simulation:DET pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	DET	STARTER_PRESENT	simulation:DET includes a starter/opener role.
PASS	pitching_totals	current	BAL	PITCHING_TOTALS_SUM	current:BAL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	BAL	PITCHING_TOTALS_SUM	current:BAL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	DET	PITCHING_TOTALS_SUM	current:DET pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	DET	PITCHING_TOTALS_SUM	current:DET pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	BAL	PITCHING_TOTALS_SUM	simulation:BAL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	BAL	PITCHING_TOTALS_SUM	simulation:BAL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	DET	PITCHING_TOTALS_SUM	simulation:DET pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	DET	PITCHING_TOTALS_SUM	simulation:DET pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: BAL 3 - 2 DET.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: BAL 3 - 2 DET.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: BAL wins 3-2.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=BAL, final=BAL.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.510.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 6/10 (0.600).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: BAL wins 3-2.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: BAL wins 3-2.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-2.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-2, final 3-2 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 5.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: BAL wins 3-2.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	BAL	RECENT_FORM_RANGE	BAL recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	BAL	TEAM_RECENT_RECORD	BAL wins and win_pct agree: 6/10 = 0.600.
PASS	team_recent_performance	current	DET	RECENT_FORM_RANGE	DET recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	DET	TEAM_RECENT_RECORD	DET wins and win_pct agree: 5/10 = 0.500.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	BAL	BATTING_REALISM	current:BAL hitter lines pass basic baseball constraints.
PASS	batting	current	DET	BATTING_REALISM	current:DET hitter lines pass basic baseball constraints.
PASS	batting	simulation	BAL	BATTING_REALISM	simulation:BAL hitter lines pass basic baseball constraints.
PASS	batting	simulation	DET	BATTING_REALISM	simulation:DET hitter lines pass basic baseball constraints.
PASS	batting_totals	current	BAL	BATTING_TOTALS_SUM	current:BAL batting totals equal summed player lines.
PASS	batting_totals	current	DET	BATTING_TOTALS_SUM	current:DET batting totals equal summed player lines.
PASS	batting_totals	simulation	BAL	BATTING_TOTALS_SUM	simulation:BAL batting totals equal summed player lines.
PASS	batting_totals	simulation	DET	BATTING_TOTALS_SUM	simulation:DET batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	BAL	BAT_PITCH_BB_MATCH	simulation:BAL batting walks match DET pitching: 2.
PASS	boxscore_crosscheck	simulation	BAL	BAT_PITCH_HR_MATCH	simulation:BAL batting home runs match DET pitching: 1.
PASS	boxscore_crosscheck	simulation	BAL	BAT_PITCH_H_MATCH	simulation:BAL batting hits match DET pitching: 7.
PASS	boxscore_crosscheck	simulation	BAL	BAT_PITCH_SO_MATCH	simulation:BAL batting strikeouts match DET pitching: 7.
PASS	boxscore_crosscheck	simulation	BAL	PA_BF_MATCH	simulation:BAL PA=37 matches DET BF=37.
PASS	boxscore_crosscheck	simulation	BAL	RUNS_MATCH_FINAL	simulation:BAL runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	DET	BAT_PITCH_BB_MATCH	simulation:DET batting walks match BAL pitching: 3.
PASS	boxscore_crosscheck	simulation	DET	BAT_PITCH_HR_MATCH	simulation:DET batting home runs match BAL pitching: 0.
PASS	boxscore_crosscheck	simulation	DET	BAT_PITCH_H_MATCH	simulation:DET batting hits match BAL pitching: 6.
PASS	boxscore_crosscheck	simulation	DET	BAT_PITCH_SO_MATCH	simulation:DET batting strikeouts match BAL pitching: 7.
PASS	boxscore_crosscheck	simulation	DET	PA_BF_MATCH	simulation:DET PA=37 matches BAL BF=37.
PASS	boxscore_crosscheck	simulation	DET	RUNS_MATCH_FINAL	simulation:DET runs match final score and opposing pitching runs: 2.
PASS	cross_schema	cross-schema	BAL	CURRENT_FINALIZED_MATCH_BOX	BAL current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	DET	CURRENT_FINALIZED_MATCH_BOX	DET current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	BAL	CURRENT_LINEUP_SHAPE	BAL current lineup has 9 expected positions.
PASS	current_payload	current	BAL	CURRENT_MODEL_ZERO_FALLBACK	BAL current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	BAL	CURRENT_NAMES_PRESENT	BAL current hitter names are populated.
PASS	current_payload	current	BAL	CURRENT_PREDICTIONS_MATCH_FINALIZED	BAL hitter predictions mirror finalized stats.
PASS	current_payload	current	DET	CURRENT_LINEUP_SHAPE	DET current lineup has 9 expected positions.
PASS	current_payload	current	DET	CURRENT_MODEL_ZERO_FALLBACK	DET current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	DET	CURRENT_NAMES_PRESENT	DET current hitter names are populated.
PASS	current_payload	current	DET	CURRENT_PREDICTIONS_MATCH_FINALIZED	DET hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.510.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.510.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.490.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.480/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: BAL 7, DET 6.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: BAL 3 - DET 2.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: BAL.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for BAL; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result.	{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'DET', 'opponent_team': 'BAL', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 5, 'opponent_runs': 8, 'margin_for_predicted_team': -3, 'winner': 'BAL'}, {'date': '2026-05-24', 'predicted_team_runs': 4, 'opponent_runs': 1, 'margin_for_predicted_team': 3, 'winner': 'DET'}, {'date': '2026-05-24', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'BAL'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'DET', 'confidence': 0.64, 'actual_winner': 'BAL', 'actual_margin': 3, 'path': '20260727_BAL@DET.json'}]}, 'guardrail_predicted_team': 'DET', 'guardrail_opponent_team': 'BAL', 'output_pre_simulation_winner': 'BAL', 'output_opponent_team': 'DET', 'final_score_winner': 'BAL', 'pre_simulation_winner': 'BAL', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'BAL 4 - 3 DET', 'winner': 'BAL'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 2, 'score_text': 'BAL 3 - 2 DET', 'winner': 'BAL'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -1, 'home_run_delta': -1, 'total_run_delta': -2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.3084, 'winner': 'BAL', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_BAL@DET.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: BAL@DET.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 146.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count	simulation	BAL	PITCH_COUNT_PITCHER_MATCH	BAL pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	BAL	PITCH_COUNT_TOTAL_MATCH	BAL pitch_count_summary total, row sum, and pitching total all match: 146.
PASS	pitch_count	simulation	DET	PITCH_COUNT_PITCHER_MATCH	DET pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	DET	PITCH_COUNT_TOTAL_MATCH	DET pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitching	current	BAL	PITCHING_REALISM	current:BAL pitcher lines pass basic baseball constraints.
PASS	pitching	current	BAL	STARTER_PRESENT	current:BAL includes a starter/opener role.
PASS	pitching	current	DET	PITCHING_REALISM	current:DET pitcher lines pass basic baseball constraints.
PASS	pitching	current	DET	STARTER_PRESENT	current:DET includes a starter/opener role.
PASS	pitching	simulation	BAL	PITCHING_REALISM	simulation:BAL pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	BAL	STARTER_PRESENT	simulation:BAL includes a starter/opener role.
PASS	pitching	simulation	DET	PITCHING_REALISM	simulation:DET pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	DET	STARTER_PRESENT	simulation:DET includes a starter/opener role.
PASS	pitching_totals	current	BAL	PITCHING_TOTALS_SUM	current:BAL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	BAL	PITCHING_TOTALS_SUM	current:BAL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	DET	PITCHING_TOTALS_SUM	current:DET pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	DET	PITCHING_TOTALS_SUM	current:DET pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	BAL	PITCHING_TOTALS_SUM	simulation:BAL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	BAL	PITCHING_TOTALS_SUM	simulation:BAL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	DET	PITCHING_TOTALS_SUM	simulation:DET pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	DET	PITCHING_TOTALS_SUM	simulation:DET pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: BAL 3 - 2 DET.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: BAL 3 - 2 DET.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: BAL wins 3-2.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=BAL, final=BAL.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.510.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 6/10 (0.600).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: BAL wins 3-2.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: BAL wins 3-2.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-2.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-2, final 3-2 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 5.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: BAL wins 3-2.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	BAL	RECENT_FORM_RANGE	BAL recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	BAL	TEAM_RECENT_RECORD	BAL wins and win_pct agree: 6/10 = 0.600.
PASS	team_recent_performance	current	DET	RECENT_FORM_RANGE	DET recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	DET	TEAM_RECENT_RECORD	DET wins and win_pct agree: 5/10 = 0.500.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	BAL	CURRENT_PITCHER_DUPLICATION	BAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	DET	CURRENT_PITCHER_DUPLICATION	DET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	BAL	CURRENT_FINALIZED_MATCH_BOX	BAL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=0, sim=3; SO: current=9, sim=7; HBP: current=0, sim=1).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	BAL	CURRENT_PLAYER_MATCH_BOX	BAL current finalized hitter lines are model predictions and differ from the simulation box score: Pete Alonso: 2B current=0 box=1, R current=1 box=0; Dylan Beavers: AB current=4 box=5, R current=0 box=1; Taylor Ward: 2B current=0 box=1, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Gunnar Henderson: AB current=5 box=4, H current=1 box=0, R current=1 box=0; Jackson Holliday: AB current=3 box=2, R current=0 box=1, HBP current=0 box=1; Coby Mayo: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=3; Leody Taveras: AB current=3 box=4, 3B current=0 box=1; Jeremiah Jackson: H current=1 box=0, BB current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	DET	CURRENT_FINALIZED_MATCH_BOX	DET model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=6; 2B: current=0, sim=2; RBI: current=4, sim=2; R: current=3, sim=2; SO: current=9, sim=7; 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.
INFO	current_vs_final	cross-schema	DET	CURRENT_PLAYER_MATCH_BOX	DET current finalized hitter lines are model predictions and differ from the simulation box score: Colt Keith: AB current=3 box=4, H current=1 box=2; Riley Greene: AB current=4 box=3, H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Kevin McGonigle: R current=1 box=0, SO current=1 box=0; Dillon Dingler: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Spencer Torkelson: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Zach McKinstry: AB current=3 box=4, SO current=1 box=0; Hao-Yu Lee: AB current=3 box=4, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; James Outman: AB current=3 box=4, H current=1 box=0, SO current=1 box=4	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	5.440343379974365	7.364909648895264		Base ML historical model prediction
variance_applied	5	8		Random variance applied (0.9-1.1)
enhanced_prediction	4	3	0.510	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	4	3		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	4	3		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	4	3		Capped at max 12 realistic runs
simulation_result	3	2		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
BAL	0	0	0	3	0	0	0	0	0	3	7
DET	0	0	0	1	1	0	0	0	0	2	6

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	BAL	batting	32	9	0	0	0	0	3	2	9	0	0	0	0
current	BAL	pitching		6			0		2	3	7					9.0	2	0	0
current	DET	batting	31	9	0	0	0	4	3	3	9	0	0	0	0
current	DET	pitching		7			1		3	2	7					9.0	3	0	0
simulation	BAL	batting	34	7	2	1	1	3	3	2	7	0	1
simulation	BAL	pitching		6			0		2	3	7					9.0	2	37	146
simulation	DET	batting	32	6	2	0	0	2	2	3	7	1	1
simulation	DET	pitching		7			1		3	2	7					9.0	3	37	147

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	3B	HR	R	RBI	BB	SO	HBP	AVG
current	BAL		1B	Pete Alonso	0	4	1	0	0	0	1	0	0	1	0	0.250
current	BAL		RF	Dylan Beavers	0	4	1	0	0	0	0	0	0	1	0	0.250
current	BAL		LF	Taylor Ward	0	4	1	0	0	0	1	0	1	1	0	0.250
current	BAL		DH	Gunnar Henderson	0	5	1	0	0	0	1	0	0	1	0	0.200
current	BAL		SS	Jackson Holliday	0	3	1	0	0	0	0	0	1	1	0	0.333
current	BAL		3B	Coby Mayo	0	3	1	0	0	0	0	0	0	1	0	0.333
current	BAL		CF	Leody Taveras	0	3	1	0	0	0	0	0	0	1	0	0.333
current	BAL		2B	Jeremiah Jackson	0	3	1	0	0	0	0	0	0	1	0	0.333
current	BAL		C	Chadwick Tromp	0	3	1	0	0	0	0	0	0	1	0	0.333
current	DET		3B	Colt Keith	0	3	1	0	0	0	0	0	0	1	0	0.333
current	DET		DH	Riley Greene	0	4	1	0	0	0	1	1	1	1	0	0.250
current	DET		SS	Kevin McGonigle	0	4	1	0	0	0	1	0	1	1	0	0.250
current	DET		C	Dillon Dingler	0	4	1	0	0	0	1	1	0	1	0	0.250
current	DET		1B	Spencer Torkelson	0	4	1	0	0	0	0	1	1	1	0	0.250
current	DET		RF	Zach McKinstry	0	3	1	0	0	0	0	0	0	1	0	0.333
current	DET		2B	Hao-Yu Lee	0	3	1	0	0	0	0	1	0	1	0	0.333
current	DET		CF	James Outman	0	3	1	0	0	0	0	0	0	1	0	0.333
current	DET		LF	Matt Vierling	0	3	1	0	0	0	0	0	0	1	0	0.333
simulation	BAL	1	RF	Dylan Beavers	5	5	1	0	0	0	1	0	0	1	0	0.200
simulation	BAL	2	1B	Pete Alonso	4	4	1	1	0	0	0	0	0	1	0	0.250
simulation	BAL	3	DH	Gunnar Henderson	4	4	0	0	0	0	0	0	0	1	0	0.000
simulation	BAL	4	LF	Taylor Ward	4	4	1	1	0	0	0	0	0	0	0	0.250
simulation	BAL	5	CF	Leody Taveras	4	4	1	0	1	0	0	0	0	1	0	0.250
simulation	BAL	6	SS	Jackson Holliday	4	2	1	0	0	0	1	0	1	1	1	0.500
simulation	BAL	7	3B	Coby Mayo	4	4	2	0	0	1	1	3	0	0	0	0.500
simulation	BAL	8	2B	Jeremiah Jackson	4	3	0	0	0	0	0	0	1	1	0	0.000
simulation	BAL	9	C	Chadwick Tromp	4	4	0	0	0	0	0	0	0	1	0	0.000
simulation	DET	1	SS	Kevin McGonigle	5	4	1	0	0	0	0	0	1	0	0	0.250
simulation	DET	2	C	Dillon Dingler	4	4	0	0	0	0	0	0	0	0	0	0.000
simulation	DET	3	3B	Colt Keith	4	4	2	0	0	0	0	0	0	1	0	0.500
simulation	DET	4	DH	Riley Greene	4	3	0	0	0	0	1	1	0	2	0	0.000
simulation	DET	5	1B	Spencer Torkelson	4	3	0	0	0	0	0	0	1	0	0	0.000
simulation	DET	6	RF	Zach McKinstry	4	4	1	0	0	0	0	0	0	0	0	0.250
simulation	DET	7	2B	Hao-Yu Lee	4	4	1	1	0	0	1	1	0	0	0	0.250
simulation	DET	8	CF	James Outman	4	4	0	0	0	0	0	0	0	4	0	0.000
simulation	DET	9	LF	Matt Vierling	4	2	1	1	0	0	0	0	1	0	1	0.500

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	BAL	1	Dean Kremer	Starter	5.1	3	2	2	3	4	0	0	0	3.38	5.06	1.19
current	BAL	2	Andrew Kittredge	Middle Reliever	1.2	2	0	0	0	1	0	0	0	0.00	3.64	1.38
current	BAL	3	Rico Garcia	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	3.00	0.89
current	BAL	4	Tyler Wells	Middle Reliever	1.0	1	0	0	0	1	0	0	0	0.00	2.82	1.00
current	DET	1	Troy Melton	Starter	6.0	5	2	2	2	6	1	0	0	3.00	1.95	0.95
current	DET	2	Kenley Jansen	Middle Reliever	1.0	1	1	1	0	0	0	0	0	9.00	3.25	1.16
current	DET	3	Kyle Finnegan	Middle Reliever	1.0	1	0	0	0	1	0	0	0	0.00	2.15	1.37
current	DET	4	Tyler Holton	Middle Reliever	1.0	0	0	0	0	0	0	0	0	0.00	2.87	1.30
simulation	BAL	1	Dean Kremer	Starter	5.1	3	2	2	3	4	0	22	88	3.38	5.06	1.19
simulation	BAL	2	Andrew Kittredge	Middle Reliever	1.2	2	0	0	0	1	0	7	26	0.00	3.64	1.38
simulation	BAL	3	Tyler Wells	Middle Reliever	1.0	1	0	0	0	1	0	4	17	0.00	2.82	1.00
simulation	BAL	4	Rico Garcia	Middle Reliever	1.0	0	0	0	0	1	0	4	15	0.00	3.00	0.89
simulation	DET	1	Troy Melton	Starter	6.0	5	2	2	2	6	1	25	99	3.00	1.95	0.95
simulation	DET	2	Kenley Jansen	Middle Reliever	1.0	1	1	1	0	0	0	4	16	9.00	3.25	1.16
simulation	DET	3	Kyle Finnegan	Middle Reliever	1.0	1	0	0	0	1	0	4	16	0.00	2.15	1.37
simulation	DET	4	Tyler Holton	Middle Reliever	1.0	0	0	0	0	0	0	4	16	0.00	2.87	1.30

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
BAL	Dean Kremer	Starter	5.1	2	3	3	4	22	88
BAL	Andrew Kittredge	Middle Reliever	1.2	0	2	0	1	7	26
BAL	Rico Garcia	Middle Reliever	1.0	0	0	0	1	4	15
BAL	Tyler Wells	Middle Reliever	1.0	0	1	0	1	4	17
DET	Troy Melton	Starter	6.0	2	5	2	6	25	99
DET	Kenley Jansen	Middle Reliever	1.0	1	1	0	0	4	16
DET	Kyle Finnegan	Middle Reliever	1.0	0	1	0	1	4	16
DET	Tyler Holton	Middle Reliever	1.0	0	0	0	0	4	16

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	not triggered	0	0	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_BOS@OAK

20260728_BOS@OAK.json • 2026-07-28

BOS 5 - OAK 2

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	BOS	CURRENT_PITCHER_DUPLICATION	BOS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	OAK	CURRENT_PITCHER_DUPLICATION	OAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	BOS	CURRENT_FINALIZED_MATCH_BOX	BOS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=9, sim=7; HR: current=0, sim=1; RBI: current=3, sim=5; R: current=4, sim=5; BB: current=0, sim=4; SO: current=9, sim=7).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	BOS	CURRENT_PLAYER_MATCH_BOX	BOS current finalized hitter lines are model predictions and differ from the simulation box score: Jahmai Jones: AB current=3 box=5, R current=0 box=1, SO current=1 box=0; Wilyer Abreu: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1; Curtis Mead: AB current=3 box=5, R current=1 box=0, SO current=1 box=2; Willson Contreras: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Andruw Monasterio: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jarren Duran: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Caleb Durbin: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1; Ceddanne Rafaela: H current=1 box=2, HR current=0 box=1, RBI current=1 box=3		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	OAK	CURRENT_FINALIZED_MATCH_BOX	OAK model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=9, sim=4; HR: current=0, sim=2; RBI: current=3, sim=2; R: current=1, sim=2; SO: current=7, sim=5).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	OAK	CURRENT_PLAYER_MATCH_BOX	OAK current finalized hitter lines are model predictions and differ from the simulation box score: Jonah Heim: H current=1 box=0, RBI current=1 box=0; Nick Kurtz: HR current=0 box=1, BB current=1 box=0, SO current=1 box=0; Jacob Wilson: AB current=5 box=4, SO current=1 box=0; Tyler Soderstrom: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Colby Thomas: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Tommy White: AB current=4 box=2, H current=1 box=0, BB current=0 box=1; Henry Bolte: H current=1 box=0, SO current=1 box=0; Alika Williams: H current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	BOS	BATTING_REALISM	current:BOS hitter lines pass basic baseball constraints.
PASS	batting	current	OAK	BATTING_REALISM	current:OAK hitter lines pass basic baseball constraints.
PASS	batting	simulation	BOS	BATTING_REALISM	simulation:BOS hitter lines pass basic baseball constraints.
PASS	batting	simulation	OAK	BATTING_REALISM	simulation:OAK hitter lines pass basic baseball constraints.
PASS	batting_totals	current	BOS	BATTING_TOTALS_SUM	current:BOS batting totals equal summed player lines.
PASS	batting_totals	current	OAK	BATTING_TOTALS_SUM	current:OAK batting totals equal summed player lines.
PASS	batting_totals	simulation	BOS	BATTING_TOTALS_SUM	simulation:BOS batting totals equal summed player lines.
PASS	batting_totals	simulation	OAK	BATTING_TOTALS_SUM	simulation:OAK batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	BOS	BAT_PITCH_BB_MATCH	simulation:BOS batting walks match OAK pitching: 4.
PASS	boxscore_crosscheck	simulation	BOS	BAT_PITCH_HR_MATCH	simulation:BOS batting home runs match OAK pitching: 1.
PASS	boxscore_crosscheck	simulation	BOS	BAT_PITCH_H_MATCH	simulation:BOS batting hits match OAK pitching: 7.
PASS	boxscore_crosscheck	simulation	BOS	BAT_PITCH_SO_MATCH	simulation:BOS batting strikeouts match OAK pitching: 7.
PASS	boxscore_crosscheck	simulation	BOS	PA_BF_MATCH	simulation:BOS PA=38 matches OAK BF=38.
PASS	boxscore_crosscheck	simulation	BOS	RUNS_MATCH_FINAL	simulation:BOS runs match final score and opposing pitching runs: 5.
PASS	boxscore_crosscheck	simulation	OAK	BAT_PITCH_BB_MATCH	simulation:OAK batting walks match BOS pitching: 1.
PASS	boxscore_crosscheck	simulation	OAK	BAT_PITCH_HR_MATCH	simulation:OAK batting home runs match BOS pitching: 2.
PASS	boxscore_crosscheck	simulation	OAK	BAT_PITCH_H_MATCH	simulation:OAK batting hits match BOS pitching: 4.
PASS	boxscore_crosscheck	simulation	OAK	BAT_PITCH_SO_MATCH	simulation:OAK batting strikeouts match BOS pitching: 5.
PASS	boxscore_crosscheck	simulation	OAK	PA_BF_MATCH	simulation:OAK PA=32 matches BOS BF=32.
PASS	boxscore_crosscheck	simulation	OAK	RUNS_MATCH_FINAL	simulation:OAK runs match final score and opposing pitching runs: 2.
PASS	cross_schema	cross-schema	BOS	CURRENT_FINALIZED_MATCH_BOX	BOS current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	OAK	CURRENT_FINALIZED_MATCH_BOX	OAK current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	BOS	CURRENT_LINEUP_SHAPE	BOS current lineup has 9 expected positions.
PASS	current_payload	current	BOS	CURRENT_MODEL_ZERO_FALLBACK	BOS current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	BOS	CURRENT_NAMES_PRESENT	BOS current hitter names are populated.
PASS	current_payload	current	BOS	CURRENT_PREDICTIONS_MATCH_FINALIZED	BOS hitter predictions mirror finalized stats.
PASS	current_payload	current	OAK	CURRENT_LINEUP_SHAPE	OAK current lineup has 9 expected positions.
PASS	current_payload	current	OAK	CURRENT_MODEL_ZERO_FALLBACK	OAK current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	OAK	CURRENT_NAMES_PRESENT	OAK current hitter names are populated.
PASS	current_payload	current	OAK	CURRENT_PREDICTIONS_MATCH_FINALIZED	OAK hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	No head-to-head rows are present, so no H2H date leakage was detected.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.660.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.660.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.340.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.479/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: BOS 7, OAK 4.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: BOS 5 - OAK 2.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: BOS.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	No stale repeat-pick pattern detected for BOS.	{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'BOS', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260727_BOS@OAK.json'}]}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_BOS@OAK.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: BOS@OAK.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 129.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
PASS	pitch_count	simulation	BOS	PITCH_COUNT_PITCHER_MATCH	BOS pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	BOS	PITCH_COUNT_TOTAL_MATCH	BOS pitch_count_summary total, row sum, and pitching total all match: 129.
PASS	pitch_count	simulation	OAK	PITCH_COUNT_PITCHER_MATCH	OAK pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	OAK	PITCH_COUNT_TOTAL_MATCH	OAK pitch_count_summary total, row sum, and pitching total all match: 159.
PASS	pitching	current	BOS	PITCHING_REALISM	current:BOS pitcher lines pass basic baseball constraints.
PASS	pitching	current	BOS	STARTER_PRESENT	current:BOS includes a starter/opener role.
PASS	pitching	current	OAK	PITCHING_REALISM	current:OAK pitcher lines pass basic baseball constraints.
PASS	pitching	current	OAK	STARTER_PRESENT	current:OAK includes a starter/opener role.
PASS	pitching	simulation	BOS	PITCHING_REALISM	simulation:BOS pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	BOS	STARTER_PRESENT	simulation:BOS includes a starter/opener role.
PASS	pitching	simulation	OAK	PITCHING_REALISM	simulation:OAK pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	OAK	STARTER_PRESENT	simulation:OAK includes a starter/opener role.
PASS	pitching_totals	current	BOS	PITCHING_TOTALS_SUM	current:BOS pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	BOS	PITCHING_TOTALS_SUM	current:BOS pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	OAK	PITCHING_TOTALS_SUM	current:OAK pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	OAK	PITCHING_TOTALS_SUM	current:OAK pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	BOS	PITCHING_TOTALS_SUM	simulation:BOS pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	BOS	PITCHING_TOTALS_SUM	simulation:BOS pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	OAK	PITCHING_TOTALS_SUM	simulation:OAK pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	OAK	PITCHING_TOTALS_SUM	simulation:OAK pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: BOS 5 - 2 OAK.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: BOS 5 - 2 OAK.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: BOS wins 5-2.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=BOS, final=BOS.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.660.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 8/10 (0.800).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 3/10 (0.300).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: BOS wins 5-2.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: BOS wins 5-2.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 5-2.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 7.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: BOS wins 5-2.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	BOS	RECENT_FORM_RANGE	BOS recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	BOS	TEAM_RECENT_RECORD	BOS wins and win_pct agree: 7/10 = 0.700.
PASS	team_recent_performance	current	OAK	RECENT_FORM_RANGE	OAK recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	OAK	TEAM_RECENT_RECORD	OAK wins and win_pct agree: 3/10 = 0.300.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	BOS	BATTING_REALISM	current:BOS hitter lines pass basic baseball constraints.
PASS	batting	current	OAK	BATTING_REALISM	current:OAK hitter lines pass basic baseball constraints.
PASS	batting	simulation	BOS	BATTING_REALISM	simulation:BOS hitter lines pass basic baseball constraints.
PASS	batting	simulation	OAK	BATTING_REALISM	simulation:OAK hitter lines pass basic baseball constraints.
PASS	batting_totals	current	BOS	BATTING_TOTALS_SUM	current:BOS batting totals equal summed player lines.
PASS	batting_totals	current	OAK	BATTING_TOTALS_SUM	current:OAK batting totals equal summed player lines.
PASS	batting_totals	simulation	BOS	BATTING_TOTALS_SUM	simulation:BOS batting totals equal summed player lines.
PASS	batting_totals	simulation	OAK	BATTING_TOTALS_SUM	simulation:OAK batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	BOS	BAT_PITCH_BB_MATCH	simulation:BOS batting walks match OAK pitching: 4.
PASS	boxscore_crosscheck	simulation	BOS	BAT_PITCH_HR_MATCH	simulation:BOS batting home runs match OAK pitching: 1.
PASS	boxscore_crosscheck	simulation	BOS	BAT_PITCH_H_MATCH	simulation:BOS batting hits match OAK pitching: 7.
PASS	boxscore_crosscheck	simulation	BOS	BAT_PITCH_SO_MATCH	simulation:BOS batting strikeouts match OAK pitching: 7.
PASS	boxscore_crosscheck	simulation	BOS	PA_BF_MATCH	simulation:BOS PA=38 matches OAK BF=38.
PASS	boxscore_crosscheck	simulation	BOS	RUNS_MATCH_FINAL	simulation:BOS runs match final score and opposing pitching runs: 5.
PASS	boxscore_crosscheck	simulation	OAK	BAT_PITCH_BB_MATCH	simulation:OAK batting walks match BOS pitching: 1.
PASS	boxscore_crosscheck	simulation	OAK	BAT_PITCH_HR_MATCH	simulation:OAK batting home runs match BOS pitching: 2.
PASS	boxscore_crosscheck	simulation	OAK	BAT_PITCH_H_MATCH	simulation:OAK batting hits match BOS pitching: 4.
PASS	boxscore_crosscheck	simulation	OAK	BAT_PITCH_SO_MATCH	simulation:OAK batting strikeouts match BOS pitching: 5.
PASS	boxscore_crosscheck	simulation	OAK	PA_BF_MATCH	simulation:OAK PA=32 matches BOS BF=32.
PASS	boxscore_crosscheck	simulation	OAK	RUNS_MATCH_FINAL	simulation:OAK runs match final score and opposing pitching runs: 2.
PASS	cross_schema	cross-schema	BOS	CURRENT_FINALIZED_MATCH_BOX	BOS current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	OAK	CURRENT_FINALIZED_MATCH_BOX	OAK current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	BOS	CURRENT_LINEUP_SHAPE	BOS current lineup has 9 expected positions.
PASS	current_payload	current	BOS	CURRENT_MODEL_ZERO_FALLBACK	BOS current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	BOS	CURRENT_NAMES_PRESENT	BOS current hitter names are populated.
PASS	current_payload	current	BOS	CURRENT_PREDICTIONS_MATCH_FINALIZED	BOS hitter predictions mirror finalized stats.
PASS	current_payload	current	OAK	CURRENT_LINEUP_SHAPE	OAK current lineup has 9 expected positions.
PASS	current_payload	current	OAK	CURRENT_MODEL_ZERO_FALLBACK	OAK current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	OAK	CURRENT_NAMES_PRESENT	OAK current hitter names are populated.
PASS	current_payload	current	OAK	CURRENT_PREDICTIONS_MATCH_FINALIZED	OAK hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	No head-to-head rows are present, so no H2H date leakage was detected.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.660.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.660.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.340.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.479/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: BOS 7, OAK 4.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: BOS 5 - OAK 2.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: BOS.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	No stale repeat-pick pattern detected for BOS.	{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'BOS', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260727_BOS@OAK.json'}]}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_BOS@OAK.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: BOS@OAK.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 129.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
PASS	pitch_count	simulation	BOS	PITCH_COUNT_PITCHER_MATCH	BOS pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	BOS	PITCH_COUNT_TOTAL_MATCH	BOS pitch_count_summary total, row sum, and pitching total all match: 129.
PASS	pitch_count	simulation	OAK	PITCH_COUNT_PITCHER_MATCH	OAK pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	OAK	PITCH_COUNT_TOTAL_MATCH	OAK pitch_count_summary total, row sum, and pitching total all match: 159.
PASS	pitching	current	BOS	PITCHING_REALISM	current:BOS pitcher lines pass basic baseball constraints.
PASS	pitching	current	BOS	STARTER_PRESENT	current:BOS includes a starter/opener role.
PASS	pitching	current	OAK	PITCHING_REALISM	current:OAK pitcher lines pass basic baseball constraints.
PASS	pitching	current	OAK	STARTER_PRESENT	current:OAK includes a starter/opener role.
PASS	pitching	simulation	BOS	PITCHING_REALISM	simulation:BOS pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	BOS	STARTER_PRESENT	simulation:BOS includes a starter/opener role.
PASS	pitching	simulation	OAK	PITCHING_REALISM	simulation:OAK pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	OAK	STARTER_PRESENT	simulation:OAK includes a starter/opener role.
PASS	pitching_totals	current	BOS	PITCHING_TOTALS_SUM	current:BOS pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	BOS	PITCHING_TOTALS_SUM	current:BOS pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	OAK	PITCHING_TOTALS_SUM	current:OAK pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	OAK	PITCHING_TOTALS_SUM	current:OAK pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	BOS	PITCHING_TOTALS_SUM	simulation:BOS pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	BOS	PITCHING_TOTALS_SUM	simulation:BOS pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	OAK	PITCHING_TOTALS_SUM	simulation:OAK pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	OAK	PITCHING_TOTALS_SUM	simulation:OAK pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: BOS 5 - 2 OAK.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: BOS 5 - 2 OAK.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: BOS wins 5-2.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=BOS, final=BOS.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.660.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 8/10 (0.800).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 3/10 (0.300).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: BOS wins 5-2.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: BOS wins 5-2.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 5-2.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 7.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: BOS wins 5-2.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	BOS	RECENT_FORM_RANGE	BOS recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	BOS	TEAM_RECENT_RECORD	BOS wins and win_pct agree: 7/10 = 0.700.
PASS	team_recent_performance	current	OAK	RECENT_FORM_RANGE	OAK recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	OAK	TEAM_RECENT_RECORD	OAK wins and win_pct agree: 3/10 = 0.300.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	BOS	CURRENT_PITCHER_DUPLICATION	BOS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	OAK	CURRENT_PITCHER_DUPLICATION	OAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	BOS	CURRENT_FINALIZED_MATCH_BOX	BOS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=9, sim=7; HR: current=0, sim=1; RBI: current=3, sim=5; R: current=4, sim=5; BB: current=0, sim=4; SO: current=9, sim=7).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	BOS	CURRENT_PLAYER_MATCH_BOX	BOS current finalized hitter lines are model predictions and differ from the simulation box score: Jahmai Jones: AB current=3 box=5, R current=0 box=1, SO current=1 box=0; Wilyer Abreu: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1; Curtis Mead: AB current=3 box=5, R current=1 box=0, SO current=1 box=2; Willson Contreras: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Andruw Monasterio: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jarren Duran: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Caleb Durbin: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1; Ceddanne Rafaela: H current=1 box=2, HR current=0 box=1, RBI current=1 box=3	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	OAK	CURRENT_FINALIZED_MATCH_BOX	OAK model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=9, sim=4; HR: current=0, sim=2; RBI: current=3, sim=2; R: current=1, sim=2; SO: current=7, sim=5).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	OAK	CURRENT_PLAYER_MATCH_BOX	OAK current finalized hitter lines are model predictions and differ from the simulation box score: Jonah Heim: H current=1 box=0, RBI current=1 box=0; Nick Kurtz: HR current=0 box=1, BB current=1 box=0, SO current=1 box=0; Jacob Wilson: AB current=5 box=4, SO current=1 box=0; Tyler Soderstrom: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Colby Thomas: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Tommy White: AB current=4 box=2, H current=1 box=0, BB current=0 box=1; Henry Bolte: H current=1 box=0, SO current=1 box=0; Alika Williams: H current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	5.765501976013184	4.409682750701904		Base ML historical model prediction
variance_applied	5	4		Random variance applied (0.9-1.1)
enhanced_prediction	5	1	0.660	Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment	5	1		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	5	1		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	5	1		Capped at max 12 realistic runs
simulation_result	5	2		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
BOS	3	0	1	1	0	0	0	0	0	5	7
OAK	0	1	0	0	0	1	0	0	0	2	4

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	BOS	batting	31	9	0	0	0	3	4	0	9	0	0	0	0
current	BOS	pitching		4			2		2	1	5					9.0	2	0	0
current	OAK	batting	33	9	0	0	0	3	1	1	7	0	0	0	0
current	OAK	pitching		7			1		5	4	7					9.0	5	0	0
simulation	BOS	batting	34	7	0	0	1	5	5	4	7	0	0
simulation	BOS	pitching		4			2		2	1	5					9.0	2	32	129
simulation	OAK	batting	31	4	0	0	2	2	2	1	5	0	0
simulation	OAK	pitching		7			1		5	4	7					9.0	5	38	159

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	HR	R	RBI	BB	SO	AVG
current	BOS		DH	Jahmai Jones	0	3	1	0	0	0	0	1	0.333
current	BOS		RF	Wilyer Abreu	0	4	1	0	1	1	0	1	0.250
current	BOS		2B	Curtis Mead	0	3	1	0	1	0	0	1	0.333
current	BOS		1B	Willson Contreras	0	4	1	0	1	1	0	1	0.250
current	BOS		SS	Andruw Monasterio	0	3	1	0	0	0	0	1	0.333
current	BOS		LF	Jarren Duran	0	4	1	0	0	0	0	1	0.250
current	BOS		3B	Caleb Durbin	0	3	1	0	0	0	0	1	0.333
current	BOS		CF	Ceddanne Rafaela	0	4	1	0	1	1	0	1	0.250
current	BOS		C	Carlos Narváez	0	3	1	0	0	0	0	1	0.333
current	OAK		C	Jonah Heim	0	4	1	0	0	1	0	1	0.250
current	OAK		DH	Nick Kurtz	0	4	1	0	1	1	1	1	0.250
current	OAK		SS	Jacob Wilson	0	5	1	0	0	0	0	1	0.200
current	OAK		LF	Tyler Soderstrom	0	4	1	0	0	1	0	1	0.250
current	OAK		RF	Colby Thomas	0	3	1	0	0	0	0	1	0.333
current	OAK		3B	Tommy White	0	4	1	0	0	0	0	0	0.250
current	OAK		1B	Jeff McNeil	0	3	1	0	0	0	0	0	0.333
current	OAK		CF	Henry Bolte	0	3	1	0	0	0	0	1	0.333
current	OAK		2B	Alika Williams	0	3	1	0	0	0	0	1	0.333
simulation	BOS	1	DH	Jahmai Jones	5	5	1	0	1	0	0	0	0.200
simulation	BOS	2	2B	Curtis Mead	5	5	1	0	0	0	0	2	0.200
simulation	BOS	3	1B	Willson Contreras	4	3	1	0	1	1	1	0	0.333
simulation	BOS	4	RF	Wilyer Abreu	4	3	1	0	1	0	1	1	0.333
simulation	BOS	5	CF	Ceddanne Rafaela	4	4	2	1	1	3	0	1	0.500
simulation	BOS	6	3B	Caleb Durbin	4	4	1	0	1	1	0	1	0.250
simulation	BOS	7	SS	Andruw Monasterio	4	3	0	0	0	0	1	0	0.000
simulation	BOS	8	LF	Jarren Duran	4	3	0	0	0	0	1	1	0.000
simulation	BOS	9	C	Carlos Narváez	4	4	0	0	0	0	0	1	0.000
simulation	OAK	1	SS	Jacob Wilson	4	4	1	0	0	0	0	0	0.250
simulation	OAK	2	DH	Nick Kurtz	4	4	1	1	1	1	0	0	0.250
simulation	OAK	3	LF	Tyler Soderstrom	4	4	0	0	0	0	0	2	0.000
simulation	OAK	4	C	Jonah Heim	4	4	0	0	0	0	0	1	0.000
simulation	OAK	5	RF	Colby Thomas	4	4	1	1	1	1	0	1	0.250
simulation	OAK	6	3B	Tommy White	3	2	0	0	0	0	1	0	0.000
simulation	OAK	7	1B	Jeff McNeil	3	3	1	0	0	0	0	0	0.333
simulation	OAK	8	CF	Henry Bolte	3	3	0	0	0	0	0	0	0.000
simulation	OAK	9	2B	Alika Williams	3	3	0	0	0	0	0	1	0.000

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	BOS	1	Jake Bennett	Starter	6.1	2	2	2	1	5	2	0	0	2.84	2.58	0.94
current	BOS	2	Aroldis Chapman	Middle Reliever	1.0	0	0	0	0	0	0	0	0	0.00	1.04	1.12
current	BOS	3	Garrett Whitlock	Middle Reliever	1.0	2	0	0	0	0	0	0	0	0.00	2.08	0.87
current	BOS	4	Justin Slaten	Middle Reliever	0.2	0	0	0	0	0	0	0	0	0.00	4.78	1.37
current	OAK	1	Gage Jump	Starter	4.1	6	5	5	4	4	1	0	0	10.38	4.42	1.42
current	OAK	2	Luis Medina	Middle Reliever	1.1	0	0	0	0	2	0	0	0	0.00	3.26	1.34
current	OAK	3	Elvis Alvarado	Middle Reliever	1.0	0	0	0	0	0	0	0	0	0.00	5.23	1.26
current	OAK	4	Hogan Harris	Middle Reliever	1.0	0	0	0	0	0	0	0	0	0.00	3.09	1.46
current	OAK	5	José Suarez	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	4.55	1.46
current	OAK	6	Brady Basso	Middle Reliever	0.1	1	0	0	0	0	0	0	0	0.00	5.06	1.78
simulation	BOS	1	Jake Bennett	Starter	6.1	2	2	2	1	5	2	22	90	2.84	2.58	0.94
simulation	BOS	2	Aroldis Chapman	Middle Reliever	1.0	0	0	0	0	0	0	3	16	0.00	1.04	1.12
simulation	BOS	3	Garrett Whitlock	Middle Reliever	1.0	2	0	0	0	0	0	5	10	0.00	2.08	0.87
simulation	BOS	4	Justin Slaten	Middle Reliever	0.2	0	0	0	0	0	0	2	13	0.00	4.78	1.37
simulation	OAK	1	Gage Jump	Starter	4.1	6	5	5	4	4	1	23	89	10.38	4.42	1.42
simulation	OAK	2	Hogan Harris	Middle Reliever	1.0	0	0	0	0	0	0	3	16	0.00	3.09	1.46
simulation	OAK	3	Elvis Alvarado	Middle Reliever	1.0	0	0	0	0	0	0	3	17	0.00	5.23	1.26
simulation	OAK	4	Luis Medina	Middle Reliever	1.1	0	0	0	0	2	0	4	4	0.00	3.26	1.34
simulation	OAK	5	José Suarez	Middle Reliever	1.0	0	0	0	0	1	0	3	16	0.00	4.55	1.46
simulation	OAK	6	Brady Basso	Middle Reliever	0.1	1	0	0	0	0	0	2	17	0.00	5.06	1.78

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
BOS	Jake Bennett	Starter	6.1	2	2	1	5	22	90
BOS	Aroldis Chapman	Middle Reliever	1.0	0	0	0	0	3	16
BOS	Garrett Whitlock	Middle Reliever	1.0	0	2	0	0	5	10
BOS	Justin Slaten	Middle Reliever	0.2	0	0	0	0	2	13
OAK	Gage Jump	Starter	4.1	5	6	4	4	23	89
OAK	Luis Medina	Middle Reliever	1.1	0	0	0	2	4	4
OAK	Elvis Alvarado	Middle Reliever	1.0	0	0	0	0	3	17
OAK	Hogan Harris	Middle Reliever	1.0	0	0	0	0	3	16
OAK	José Suarez	Middle Reliever	1.0	0	0	0	1	3	16
OAK	Brady Basso	Middle Reliever	0.1	0	1	0	0	2	17

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	not triggered	0	0	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_CHC@STL

20260728_CHC@STL.json • 2026-07-28

CHC 5 - STL 4

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	CHC	CURRENT_PITCHER_DUPLICATION	CHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	STL	CURRENT_PITCHER_DUPLICATION	STL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	CHC	CURRENT_FINALIZED_MATCH_BOX	CHC model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=6, sim=5; R: current=6, sim=5; BB: current=2, sim=4; SO: current=7, sim=11).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	CHC	CURRENT_PLAYER_MATCH_BOX	CHC current finalized hitter lines are model predictions and differ from the simulation box score: Seiya Suzuki: AB current=4 box=5, RBI current=1 box=0, SO current=1 box=2; Pete Crow-Armstrong: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Michael Busch: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Alex Bregman: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ian Happ: AB current=4 box=2, BB current=1 box=2, SO current=1 box=0; Pedro Ramirez: AB current=3 box=4, H current=1 box=0, SO current=0 box=2; Nico Hoerner: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Carson Kelly: H current=1 box=3, RBI current=0 box=2, BB current=0 box=1, SO current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	STL	CURRENT_FINALIZED_MATCH_BOX	STL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=5; 2B: current=0, sim=3; RBI: current=1, sim=4; BB: current=0, sim=2).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	STL	CURRENT_PLAYER_MATCH_BOX	STL current finalized hitter lines are model predictions and differ from the simulation box score: Iván Herrera: AB current=4 box=2, H current=1 box=0, R current=1 box=0, BB current=0 box=2; JJ Wetherholt: AB current=5 box=4; Jordan Walker: H current=1 box=0, R current=1 box=0; Alec Burleson: H current=1 box=2, 2B current=0 box=2, RBI current=0 box=4; Lars Nootbaar: AB current=3 box=4, H current=1 box=0; Nathan Church: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Blaze Jordan: H current=1 box=0, RBI current=1 box=0, SO current=0 box=1; Masyn Winn: H current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	CHC	BATTING_REALISM	current:CHC hitter lines pass basic baseball constraints.
PASS	batting	current	STL	BATTING_REALISM	current:STL hitter lines pass basic baseball constraints.
PASS	batting	simulation	CHC	BATTING_REALISM	simulation:CHC hitter lines pass basic baseball constraints.
PASS	batting	simulation	STL	BATTING_REALISM	simulation:STL hitter lines pass basic baseball constraints.
PASS	batting_totals	current	CHC	BATTING_TOTALS_SUM	current:CHC batting totals equal summed player lines.
PASS	batting_totals	current	STL	BATTING_TOTALS_SUM	current:STL batting totals equal summed player lines.
PASS	batting_totals	simulation	CHC	BATTING_TOTALS_SUM	simulation:CHC batting totals equal summed player lines.
PASS	batting_totals	simulation	STL	BATTING_TOTALS_SUM	simulation:STL batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	CHC	BAT_PITCH_BB_MATCH	simulation:CHC batting walks match STL pitching: 4.
PASS	boxscore_crosscheck	simulation	CHC	BAT_PITCH_HR_MATCH	simulation:CHC batting home runs match STL pitching: 1.
PASS	boxscore_crosscheck	simulation	CHC	BAT_PITCH_H_MATCH	simulation:CHC batting hits match STL pitching: 8.
PASS	boxscore_crosscheck	simulation	CHC	BAT_PITCH_SO_MATCH	simulation:CHC batting strikeouts match STL pitching: 11.
PASS	boxscore_crosscheck	simulation	CHC	PA_BF_MATCH	simulation:CHC PA=39 matches STL BF=39.
PASS	boxscore_crosscheck	simulation	CHC	RUNS_MATCH_FINAL	simulation:CHC runs match final score and opposing pitching runs: 5.
PASS	boxscore_crosscheck	simulation	STL	BAT_PITCH_BB_MATCH	simulation:STL batting walks match CHC pitching: 2.
PASS	boxscore_crosscheck	simulation	STL	BAT_PITCH_HR_MATCH	simulation:STL batting home runs match CHC pitching: 0.
PASS	boxscore_crosscheck	simulation	STL	BAT_PITCH_H_MATCH	simulation:STL batting hits match CHC pitching: 5.
PASS	boxscore_crosscheck	simulation	STL	BAT_PITCH_SO_MATCH	simulation:STL batting strikeouts match CHC pitching: 8.
PASS	boxscore_crosscheck	simulation	STL	PA_BF_MATCH	simulation:STL PA=34 matches CHC BF=34.
PASS	boxscore_crosscheck	simulation	STL	RUNS_MATCH_FINAL	simulation:STL runs match final score and opposing pitching runs: 4.
PASS	cross_schema	cross-schema	CHC	CURRENT_FINALIZED_MATCH_BOX	CHC current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	STL	CURRENT_FINALIZED_MATCH_BOX	STL current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	CHC	CURRENT_LINEUP_SHAPE	CHC current lineup has 9 expected positions.
PASS	current_payload	current	CHC	CURRENT_MODEL_ZERO_FALLBACK	CHC current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CHC	CURRENT_NAMES_PRESENT	CHC current hitter names are populated.
PASS	current_payload	current	CHC	CURRENT_PREDICTIONS_MATCH_FINALIZED	CHC hitter predictions mirror finalized stats.
PASS	current_payload	current	STL	CURRENT_LINEUP_SHAPE	STL current lineup has 9 expected positions.
PASS	current_payload	current	STL	CURRENT_MODEL_ZERO_FALLBACK	STL current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	STL	CURRENT_NAMES_PRESENT	STL current hitter names are populated.
PASS	current_payload	current	STL	CURRENT_PREDICTIONS_MATCH_FINALIZED	STL hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.540.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.540.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.460.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.456/0.638.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: CHC 8, STL 5.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: CHC 5 - STL 4.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: CHC.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for CHC; cap=0.54, reasons=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.	{'applied': True, 'confidence_cap': 0.54, 'winner_flipped': False, 'reasons': ['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'], 'signals': {'predicted_team': 'CHC', 'opponent_team': 'STL', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 7, 'opponent_runs': 3, 'margin_for_predicted_team': 4, 'winner': 'CHC'}, {'date': '2026-07-05', 'predicted_team_runs': 6, 'opponent_runs': 4, 'margin_for_predicted_team': 2, 'winner': 'CHC'}, {'date': '2026-07-05', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'STL'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 2, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'STL', 'confidence': 0.51, 'actual_winner': 'CHC', 'actual_margin': 4, 'path': '20260727_CHC@STL.json'}, {'date': '2026-07-05', 'predicted_team': 'CHC', 'confidence': 0.5163941212711489, 'actual_winner': 'STL', 'actual_margin': 3, 'path': '20260705_STL@CHC.json'}, {'date': '2026-07-04', 'predicted_team': 'CHC', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'path': '20260704_STL@CHC.json'}, {'date': '2026-07-03', 'predicted_team': 'CHC', 'confidence': 0.64, 'actual_winner': 'STL', 'actual_margin': 16, 'path': '20260703_STL@CHC.json'}]}, 'guardrail_predicted_team': 'CHC', 'guardrail_opponent_team': 'STL', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'STL', 'final_score_winner': 'CHC', 'pre_simulation_winner': 'CHC', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHC 5 - 4 STL', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHC 5 - 4 STL', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.9009, 'winner': 'CHC', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_CHC@STL.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: CHC@STL.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 173.
PASS	pitch_count	simulation	CHC	PITCH_COUNT_PITCHER_MATCH	CHC pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CHC	PITCH_COUNT_TOTAL_MATCH	CHC pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitch_count	simulation	STL	PITCH_COUNT_PITCHER_MATCH	STL pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	STL	PITCH_COUNT_TOTAL_MATCH	STL pitch_count_summary total, row sum, and pitching total all match: 173.
PASS	pitching	current	CHC	PITCHING_REALISM	current:CHC pitcher lines pass basic baseball constraints.
PASS	pitching	current	CHC	STARTER_PRESENT	current:CHC includes a starter/opener role.
PASS	pitching	current	STL	PITCHING_REALISM	current:STL pitcher lines pass basic baseball constraints.
PASS	pitching	current	STL	STARTER_PRESENT	current:STL includes a starter/opener role.
PASS	pitching	simulation	CHC	PITCHING_REALISM	simulation:CHC pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CHC	STARTER_PRESENT	simulation:CHC includes a starter/opener role.
PASS	pitching	simulation	STL	PITCHING_REALISM	simulation:STL pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	STL	STARTER_PRESENT	simulation:STL includes a starter/opener role.
PASS	pitching_totals	current	CHC	PITCHING_TOTALS_SUM	current:CHC pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	CHC	PITCHING_TOTALS_SUM	current:CHC pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	STL	PITCHING_TOTALS_SUM	current:STL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	STL	PITCHING_TOTALS_SUM	current:STL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CHC	PITCHING_TOTALS_SUM	simulation:CHC pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	CHC	PITCHING_TOTALS_SUM	simulation:CHC pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	STL	PITCHING_TOTALS_SUM	simulation:STL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	STL	PITCHING_TOTALS_SUM	simulation:STL pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: CHC 5 - 4 STL.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: CHC 5 - 4 STL.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: CHC wins 5-4.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=CHC, final=CHC.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.540.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 6/10 (0.600).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 2/10 (0.200).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: CHC wins 5-4.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: CHC wins 5-4.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 5-4.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 9.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: CHC wins 5-4.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.predicted_runs matches scoring_simulation.final_score.
PASS	team_recent_performance	current	CHC	RECENT_FORM_RANGE	CHC recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CHC	TEAM_RECENT_RECORD	CHC wins and win_pct agree: 6/10 = 0.600.
PASS	team_recent_performance	current	STL	RECENT_FORM_RANGE	STL recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	STL	TEAM_RECENT_RECORD	STL wins and win_pct agree: 3/10 = 0.300.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value
PASS	batting	current	CHC	BATTING_REALISM	current:CHC hitter lines pass basic baseball constraints.
PASS	batting	current	STL	BATTING_REALISM	current:STL hitter lines pass basic baseball constraints.
PASS	batting	simulation	CHC	BATTING_REALISM	simulation:CHC hitter lines pass basic baseball constraints.
PASS	batting	simulation	STL	BATTING_REALISM	simulation:STL hitter lines pass basic baseball constraints.
PASS	batting_totals	current	CHC	BATTING_TOTALS_SUM	current:CHC batting totals equal summed player lines.
PASS	batting_totals	current	STL	BATTING_TOTALS_SUM	current:STL batting totals equal summed player lines.
PASS	batting_totals	simulation	CHC	BATTING_TOTALS_SUM	simulation:CHC batting totals equal summed player lines.
PASS	batting_totals	simulation	STL	BATTING_TOTALS_SUM	simulation:STL batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	CHC	BAT_PITCH_BB_MATCH	simulation:CHC batting walks match STL pitching: 4.
PASS	boxscore_crosscheck	simulation	CHC	BAT_PITCH_HR_MATCH	simulation:CHC batting home runs match STL pitching: 1.
PASS	boxscore_crosscheck	simulation	CHC	BAT_PITCH_H_MATCH	simulation:CHC batting hits match STL pitching: 8.
PASS	boxscore_crosscheck	simulation	CHC	BAT_PITCH_SO_MATCH	simulation:CHC batting strikeouts match STL pitching: 11.
PASS	boxscore_crosscheck	simulation	CHC	PA_BF_MATCH	simulation:CHC PA=39 matches STL BF=39.
PASS	boxscore_crosscheck	simulation	CHC	RUNS_MATCH_FINAL	simulation:CHC runs match final score and opposing pitching runs: 5.
PASS	boxscore_crosscheck	simulation	STL	BAT_PITCH_BB_MATCH	simulation:STL batting walks match CHC pitching: 2.
PASS	boxscore_crosscheck	simulation	STL	BAT_PITCH_HR_MATCH	simulation:STL batting home runs match CHC pitching: 0.
PASS	boxscore_crosscheck	simulation	STL	BAT_PITCH_H_MATCH	simulation:STL batting hits match CHC pitching: 5.
PASS	boxscore_crosscheck	simulation	STL	BAT_PITCH_SO_MATCH	simulation:STL batting strikeouts match CHC pitching: 8.
PASS	boxscore_crosscheck	simulation	STL	PA_BF_MATCH	simulation:STL PA=34 matches CHC BF=34.
PASS	boxscore_crosscheck	simulation	STL	RUNS_MATCH_FINAL	simulation:STL runs match final score and opposing pitching runs: 4.
PASS	cross_schema	cross-schema	CHC	CURRENT_FINALIZED_MATCH_BOX	CHC current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	STL	CURRENT_FINALIZED_MATCH_BOX	STL current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	CHC	CURRENT_LINEUP_SHAPE	CHC current lineup has 9 expected positions.
PASS	current_payload	current	CHC	CURRENT_MODEL_ZERO_FALLBACK	CHC current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CHC	CURRENT_NAMES_PRESENT	CHC current hitter names are populated.
PASS	current_payload	current	CHC	CURRENT_PREDICTIONS_MATCH_FINALIZED	CHC hitter predictions mirror finalized stats.
PASS	current_payload	current	STL	CURRENT_LINEUP_SHAPE	STL current lineup has 9 expected positions.
PASS	current_payload	current	STL	CURRENT_MODEL_ZERO_FALLBACK	STL current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	STL	CURRENT_NAMES_PRESENT	STL current hitter names are populated.
PASS	current_payload	current	STL	CURRENT_PREDICTIONS_MATCH_FINALIZED	STL hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.540.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.540.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.460.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.456/0.638.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: CHC 8, STL 5.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: CHC 5 - STL 4.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: CHC.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for CHC; cap=0.54, reasons=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.	{'applied': True, 'confidence_cap': 0.54, 'winner_flipped': False, 'reasons': ['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'], 'signals': {'predicted_team': 'CHC', 'opponent_team': 'STL', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 7, 'opponent_runs': 3, 'margin_for_predicted_team': 4, 'winner': 'CHC'}, {'date': '2026-07-05', 'predicted_team_runs': 6, 'opponent_runs': 4, 'margin_for_predicted_team': 2, 'winner': 'CHC'}, {'date': '2026-07-05', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'STL'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 2, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'STL', 'confidence': 0.51, 'actual_winner': 'CHC', 'actual_margin': 4, 'path': '20260727_CHC@STL.json'}, {'date': '2026-07-05', 'predicted_team': 'CHC', 'confidence': 0.5163941212711489, 'actual_winner': 'STL', 'actual_margin': 3, 'path': '20260705_STL@CHC.json'}, {'date': '2026-07-04', 'predicted_team': 'CHC', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'path': '20260704_STL@CHC.json'}, {'date': '2026-07-03', 'predicted_team': 'CHC', 'confidence': 0.64, 'actual_winner': 'STL', 'actual_margin': 16, 'path': '20260703_STL@CHC.json'}]}, 'guardrail_predicted_team': 'CHC', 'guardrail_opponent_team': 'STL', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'STL', 'final_score_winner': 'CHC', 'pre_simulation_winner': 'CHC', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHC 5 - 4 STL', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHC 5 - 4 STL', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.9009, 'winner': 'CHC', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_CHC@STL.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: CHC@STL.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 173.
PASS	pitch_count	simulation	CHC	PITCH_COUNT_PITCHER_MATCH	CHC pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CHC	PITCH_COUNT_TOTAL_MATCH	CHC pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitch_count	simulation	STL	PITCH_COUNT_PITCHER_MATCH	STL pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	STL	PITCH_COUNT_TOTAL_MATCH	STL pitch_count_summary total, row sum, and pitching total all match: 173.
PASS	pitching	current	CHC	PITCHING_REALISM	current:CHC pitcher lines pass basic baseball constraints.
PASS	pitching	current	CHC	STARTER_PRESENT	current:CHC includes a starter/opener role.
PASS	pitching	current	STL	PITCHING_REALISM	current:STL pitcher lines pass basic baseball constraints.
PASS	pitching	current	STL	STARTER_PRESENT	current:STL includes a starter/opener role.
PASS	pitching	simulation	CHC	PITCHING_REALISM	simulation:CHC pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CHC	STARTER_PRESENT	simulation:CHC includes a starter/opener role.
PASS	pitching	simulation	STL	PITCHING_REALISM	simulation:STL pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	STL	STARTER_PRESENT	simulation:STL includes a starter/opener role.
PASS	pitching_totals	current	CHC	PITCHING_TOTALS_SUM	current:CHC pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	CHC	PITCHING_TOTALS_SUM	current:CHC pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	STL	PITCHING_TOTALS_SUM	current:STL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	STL	PITCHING_TOTALS_SUM	current:STL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CHC	PITCHING_TOTALS_SUM	simulation:CHC pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	CHC	PITCHING_TOTALS_SUM	simulation:CHC pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	STL	PITCHING_TOTALS_SUM	simulation:STL pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	STL	PITCHING_TOTALS_SUM	simulation:STL pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: CHC 5 - 4 STL.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: CHC 5 - 4 STL.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: CHC wins 5-4.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=CHC, final=CHC.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.540.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 6/10 (0.600).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 2/10 (0.200).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: CHC wins 5-4.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: CHC wins 5-4.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 5-4.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 9.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: CHC wins 5-4.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.predicted_runs matches scoring_simulation.final_score.
PASS	team_recent_performance	current	CHC	RECENT_FORM_RANGE	CHC recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CHC	TEAM_RECENT_RECORD	CHC wins and win_pct agree: 6/10 = 0.600.
PASS	team_recent_performance	current	STL	RECENT_FORM_RANGE	STL recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	STL	TEAM_RECENT_RECORD	STL wins and win_pct agree: 3/10 = 0.300.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	CHC	CURRENT_PITCHER_DUPLICATION	CHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	STL	CURRENT_PITCHER_DUPLICATION	STL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	CHC	CURRENT_FINALIZED_MATCH_BOX	CHC model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=6, sim=5; R: current=6, sim=5; BB: current=2, sim=4; SO: current=7, sim=11).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	CHC	CURRENT_PLAYER_MATCH_BOX	CHC current finalized hitter lines are model predictions and differ from the simulation box score: Seiya Suzuki: AB current=4 box=5, RBI current=1 box=0, SO current=1 box=2; Pete Crow-Armstrong: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Michael Busch: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Alex Bregman: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ian Happ: AB current=4 box=2, BB current=1 box=2, SO current=1 box=0; Pedro Ramirez: AB current=3 box=4, H current=1 box=0, SO current=0 box=2; Nico Hoerner: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Carson Kelly: H current=1 box=3, RBI current=0 box=2, BB current=0 box=1, SO current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	STL	CURRENT_FINALIZED_MATCH_BOX	STL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=5; 2B: current=0, sim=3; RBI: current=1, sim=4; BB: current=0, sim=2).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	STL	CURRENT_PLAYER_MATCH_BOX	STL current finalized hitter lines are model predictions and differ from the simulation box score: Iván Herrera: AB current=4 box=2, H current=1 box=0, R current=1 box=0, BB current=0 box=2; JJ Wetherholt: AB current=5 box=4; Jordan Walker: H current=1 box=0, R current=1 box=0; Alec Burleson: H current=1 box=2, 2B current=0 box=2, RBI current=0 box=4; Lars Nootbaar: AB current=3 box=4, H current=1 box=0; Nathan Church: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Blaze Jordan: H current=1 box=0, RBI current=1 box=0, SO current=0 box=1; Masyn Winn: H current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	6.5741658210754395	6.155383586883545		Base ML historical model prediction
variance_applied	6	6		Random variance applied (0.9-1.1)
enhanced_prediction	4	3	0.540	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	5	4		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	5	4		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	5	4		Capped at max 12 realistic runs
simulation_result	5	4		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
CHC	0	0	0	2	2	0	0	1	0	5	8
STL	0	0	0	0	0	2	0	2	0	4	5

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	CHC	batting	34	9	0	0	0	6	6	2	7	0	0	0	0
current	CHC	pitching		5			0		4	2	8					9.0	4	0	0
current	STL	batting	33	9	0	0	0	1	4	0	8	0	0	0	0
current	STL	pitching		8			1		5	4	11					9.0	5	0	0
simulation	CHC	batting	35	8	1	0	1	5	5	4	11	0	0
simulation	CHC	pitching		5			0		4	2	8					9.0	4	34	147
simulation	STL	batting	32	5	3	0	0	4	4	2	8	0	0
simulation	STL	pitching		8			1		5	4	11					9.0	5	39	173

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	HR	R	RBI	BB	SO	AVG
current	CHC		RF	Seiya Suzuki	0	4	1	0	0	1	1	0	1	0.250
current	CHC		CF	Pete Crow-Armstrong	0	4	1	0	0	1	1	0	1	0.250
current	CHC		1B	Michael Busch	0	4	1	0	0	0	1	1	1	0.250
current	CHC		3B	Alex Bregman	0	4	1	0	0	1	1	0	1	0.250
current	CHC		LF	Ian Happ	0	4	1	0	0	1	0	1	1	0.250
current	CHC		DH	Pedro Ramirez	0	3	1	0	0	0	0	0	0	0.333
current	CHC		2B	Nico Hoerner	0	4	1	0	0	0	1	0	0	0.250
current	CHC		C	Carson Kelly	0	3	1	0	0	1	0	0	1	0.333
current	CHC		SS	Dansby Swanson	0	4	1	0	0	1	1	0	1	0.250
current	STL		DH	Iván Herrera	0	4	1	0	0	1	0	0	1	0.250
current	STL		2B	JJ Wetherholt	0	5	1	0	0	1	0	0	1	0.200
current	STL		RF	Jordan Walker	0	4	1	0	0	1	0	0	1	0.250
current	STL		1B	Alec Burleson	0	4	1	0	0	1	0	0	1	0.250
current	STL		LF	Lars Nootbaar	0	3	1	0	0	0	0	0	1	0.333
current	STL		CF	Nathan Church	0	3	1	0	0	0	0	0	1	0.333
current	STL		3B	Blaze Jordan	0	3	1	0	0	0	1	0	0	0.333
current	STL		SS	Masyn Winn	0	4	1	0	0	0	0	0	1	0.250
current	STL		C	Jimmy Crooks	0	3	1	0	0	0	0	0	1	0.333
simulation	CHC	1	CF	Pete Crow-Armstrong	5	5	0	0	0	0	0	0	3	0.000
simulation	CHC	2	RF	Seiya Suzuki	5	5	1	0	0	1	0	0	2	0.200
simulation	CHC	3	1B	Michael Busch	5	5	2	0	1	1	2	0	1	0.400
simulation	CHC	4	3B	Alex Bregman	4	4	0	0	0	0	0	0	0	0.000
simulation	CHC	5	LF	Ian Happ	4	2	1	0	0	1	0	2	0	0.500
simulation	CHC	6	2B	Nico Hoerner	4	3	1	1	0	1	1	1	1	0.333
simulation	CHC	7	C	Carson Kelly	4	3	3	0	0	1	2	1	0	1.000
simulation	CHC	8	DH	Pedro Ramirez	4	4	0	0	0	0	0	0	2	0.000
simulation	CHC	9	SS	Dansby Swanson	4	4	0	0	0	0	0	0	2	0.000
simulation	STL	1	2B	JJ Wetherholt	4	4	1	0	0	1	0	0	1	0.250
simulation	STL	2	DH	Iván Herrera	4	2	0	0	0	0	0	2	2	0.000
simulation	STL	3	1B	Alec Burleson	4	4	2	2	0	1	4	0	1	0.500
simulation	STL	4	RF	Jordan Walker	4	4	0	0	0	0	0	0	1	0.000
simulation	STL	5	LF	Lars Nootbaar	4	4	0	0	0	0	0	0	1	0.000
simulation	STL	6	SS	Masyn Winn	4	4	0	0	0	0	0	0	1	0.000
simulation	STL	7	CF	Nathan Church	4	4	1	0	0	1	0	0	0	0.250
simulation	STL	8	3B	Blaze Jordan	3	3	0	0	0	0	0	0	1	0.000
simulation	STL	9	C	Jimmy Crooks	3	3	1	1	0	1	0	0	0	0.333

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	CHC	1	Colin Rea	Starter	5.1	3	2	2	1	8	0	0	0	3.38	4.85	1.42
current	CHC	2	Jacob Webb	Middle Reliever	2.0	0	0	0	0	0	0	0	0	0.00	2.78	1.30
current	CHC	4	Trent Thornton	Middle Reliever	1.0	2	2	2	1	0	0	0	0	18.00	2.23	0.99
current	CHC	5	Caleb Thielbar	Middle Reliever	0.2	0	0	0	0	0	0	0	0	0.00	3.77	1.16
current	STL	1	Michael McGreevy	Starter	6.0	6	3	3	1	7	1	0	0	4.50	3.07	1.13
current	STL	2	George Soriano	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	3.50	1.10
current	STL	3	Riley O'Brien	Middle Reliever	1.0	0	0	0	2	3	0	0	0	0.00	3.67	1.22
current	STL	4	Ryne Stanek	Middle Reliever	1.0	2	2	2	1	0	0	0	0	18.00	4.24	1.39
current	STL	5	Gordon Graceffo	Middle Reliever	0.0	0	0	0	0	0	0	0	0		3.16	1.13
simulation	CHC	1	Colin Rea	Starter	5.1	3	2	2	1	8	0	20	86	3.38	4.85	1.42
simulation	CHC	2	Jacob Webb	Middle Reliever	2.0	0	0	0	0	0	0	6	25	0.00	2.78	1.30
simulation	CHC	3	Trent Thornton	Middle Reliever	1.0	2	2	2	1	0	0	6	23	18.00	2.23	0.99
simulation	CHC	4	Caleb Thielbar	Middle Reliever	0.2	0	0	0	0	0	0	2	13	0.00	3.77	1.16
simulation	STL	1	Michael McGreevy	Starter	6.0	6	3	3	1	7	1	25	98	4.50	3.07	1.13
simulation	STL	2	Riley O'Brien	Middle Reliever	1.0	0	0	0	2	3	0	5	21	0.00	3.67	1.22
simulation	STL	3	George Soriano	Middle Reliever	1.0	0	0	0	0	1	0	3	15	0.00	3.50	1.10
simulation	STL	4	Ryne Stanek	Middle Reliever	1.0	2	2	2	1	0	0	6	18	18.00	4.24	1.39
simulation	STL	5	Gordon Graceffo	Middle Reliever	0.0	0	0	0	0	0	0	0	21		3.16	1.13

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
CHC	Colin Rea	Starter	5.1	2	3	1	8	20	86
CHC	Jacob Webb	Middle Reliever	2.0	0	0	0	0	6	25
CHC	Trent Thornton	Middle Reliever	1.0	2	2	1	0	6	23
CHC	Caleb Thielbar	Middle Reliever	0.2	0	0	0	0	2	13
STL	Michael McGreevy	Starter	6.0	3	6	1	7	25	98
STL	George Soriano	Middle Reliever	1.0	0	0	0	1	3	15
STL	Riley O'Brien	Middle Reliever	1.0	0	0	2	3	5	21
STL	Ryne Stanek	Middle Reliever	1.0	2	2	1	0	6	18
STL	Gordon Graceffo	Middle Reliever	0.0	0	0	0	0	0	21

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	not triggered	0	0	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_CLE@CIN

20260728_CLE@CIN.json • 2026-07-28

CLE 3 - CIN 5

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	CIN	CURRENT_PITCHER_DUPLICATION	CIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	CLE	CURRENT_PITCHER_DUPLICATION	CLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	CIN	CURRENT_FINALIZED_MATCH_BOX	CIN model-prediction batting totals differ from final simulation box score (H: current=9, sim=7; 2B: current=0, sim=4; RBI: current=2, sim=5; R: current=3, sim=5; BB: current=1, sim=3; SO: current=10, 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.
INFO	current_vs_final	cross-schema	CIN	CURRENT_PLAYER_MATCH_BOX	CIN current finalized hitter lines are model predictions and differ from the simulation box score: Elly De La Cruz: 2B current=0 box=1; Edwin Arroyo: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2; Dane Myers: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Sal Stewart: AB current=4 box=3, 2B current=0 box=1, BB current=0 box=1; Tyler Stephenson: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; JJ Bleday: H current=1 box=2, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Ke'Bryan Hayes: H current=1 box=0, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Eugenio Suárez: 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=2 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	CLE	CURRENT_FINALIZED_MATCH_BOX	CLE model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=0, sim=3; R: current=1, sim=3; BB: current=3, sim=2; SO: current=8, sim=5).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	CLE	CURRENT_PLAYER_MATCH_BOX	CLE current finalized hitter lines are model predictions and differ from the simulation box score: Brayan Rocchio: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Travis Bazzana: H current=1 box=0, BB current=1 box=0; Kyle Manzardo: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Petey Halpin: AB current=3 box=4, 2B current=0 box=1; Patrick Bailey: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; José Ramírez: HR current=0 box=1, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Chase DeLauter: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Steven Kwan: AB current=4 box=3, H current=1 box=0, SO current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	CIN	BATTING_REALISM	current:CIN hitter lines pass basic baseball constraints.
PASS	batting	current	CLE	BATTING_REALISM	current:CLE hitter lines pass basic baseball constraints.
PASS	batting	simulation	CIN	BATTING_REALISM	simulation:CIN hitter lines pass basic baseball constraints.
PASS	batting	simulation	CLE	BATTING_REALISM	simulation:CLE hitter lines pass basic baseball constraints.
PASS	batting_totals	current	CIN	BATTING_TOTALS_SUM	current:CIN batting totals equal summed player lines.
PASS	batting_totals	current	CLE	BATTING_TOTALS_SUM	current:CLE batting totals equal summed player lines.
PASS	batting_totals	simulation	CIN	BATTING_TOTALS_SUM	simulation:CIN batting totals equal summed player lines.
PASS	batting_totals	simulation	CLE	BATTING_TOTALS_SUM	simulation:CLE batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_BB_MATCH	simulation:CIN batting walks match CLE pitching: 3.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_HR_MATCH	simulation:CIN batting home runs match CLE pitching: 0.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_H_MATCH	simulation:CIN batting hits match CLE pitching: 7.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_SO_MATCH	simulation:CIN batting strikeouts match CLE pitching: 5.
PASS	boxscore_crosscheck	simulation	CIN	PA_BF_MATCH	simulation:CIN PA=36 matches CLE BF=36.
PASS	boxscore_crosscheck	simulation	CIN	RUNS_MATCH_FINAL	simulation:CIN runs match final score and opposing pitching runs: 5.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_BB_MATCH	simulation:CLE batting walks match CIN pitching: 2.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_HR_MATCH	simulation:CLE batting home runs match CIN pitching: 2.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_H_MATCH	simulation:CLE batting hits match CIN pitching: 7.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_SO_MATCH	simulation:CLE batting strikeouts match CIN pitching: 5.
PASS	boxscore_crosscheck	simulation	CLE	PA_BF_MATCH	simulation:CLE PA=36 matches CIN BF=36.
PASS	boxscore_crosscheck	simulation	CLE	RUNS_MATCH_FINAL	simulation:CLE runs match final score and opposing pitching runs: 3.
PASS	cross_schema	cross-schema	CIN	CURRENT_FINALIZED_MATCH_BOX	CIN current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	CLE	CURRENT_FINALIZED_MATCH_BOX	CLE current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	CIN	CURRENT_LINEUP_SHAPE	CIN current lineup has 9 expected positions.
PASS	current_payload	current	CIN	CURRENT_MODEL_ZERO_FALLBACK	CIN current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CIN	CURRENT_NAMES_PRESENT	CIN current hitter names are populated.
PASS	current_payload	current	CIN	CURRENT_PREDICTIONS_MATCH_FINALIZED	CIN hitter predictions mirror finalized stats.
PASS	current_payload	current	CLE	CURRENT_LINEUP_SHAPE	CLE current lineup has 9 expected positions.
PASS	current_payload	current	CLE	CURRENT_MODEL_ZERO_FALLBACK	CLE current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CLE	CURRENT_NAMES_PRESENT	CLE current hitter names are populated.
PASS	current_payload	current	CLE	CURRENT_PREDICTIONS_MATCH_FINALIZED	CLE hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.470.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.530.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.530.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.518/0.712.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: CLE 7, CIN 7.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: CLE 3 - CIN 5.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: CIN.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for CIN; 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': True, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'CIN', 'opponent_team': 'CLE', 'h2h_net_margin': -9, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-17', 'predicted_team_runs': 3, 'opponent_runs': 10, 'margin_for_predicted_team': -7, 'winner': 'CLE'}, {'date': '2026-05-16', 'predicted_team_runs': 4, 'opponent_runs': 7, 'margin_for_predicted_team': -3, 'winner': 'CLE'}, {'date': '2026-05-15', 'predicted_team_runs': 7, 'opponent_runs': 6, 'margin_for_predicted_team': 1, 'winner': 'CIN'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'CIN', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'path': '20260727_CLE@CIN.json'}]}, 'guardrail_predicted_team': 'CIN', 'guardrail_opponent_team': 'CLE', 'output_pre_simulation_winner': 'CIN', 'output_opponent_team': 'CLE', 'final_score_winner': 'CIN', 'pre_simulation_winner': 'CIN', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CLE 4 - 5 CIN', 'winner': 'CIN'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'CLE 3 - 5 CIN', 'winner': 'CIN'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -1, 'home_run_delta': 0, 'total_run_delta': -1, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 2, 'winner_quality_edge': -0.5167, 'winner': 'CIN', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_CLE@CIN.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: CLE@CIN.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count	simulation	CIN	PITCH_COUNT_PITCHER_MATCH	CIN pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CIN	PITCH_COUNT_TOTAL_MATCH	CIN pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitch_count	simulation	CLE	PITCH_COUNT_PITCHER_MATCH	CLE pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CLE	PITCH_COUNT_TOTAL_MATCH	CLE pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitching	current	CIN	PITCHING_REALISM	current:CIN pitcher lines pass basic baseball constraints.
PASS	pitching	current	CIN	STARTER_PRESENT	current:CIN includes a starter/opener role.
PASS	pitching	current	CLE	PITCHING_REALISM	current:CLE pitcher lines pass basic baseball constraints.
PASS	pitching	current	CLE	STARTER_PRESENT	current:CLE includes a starter/opener role.
PASS	pitching	simulation	CIN	PITCHING_REALISM	simulation:CIN pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CIN	STARTER_PRESENT	simulation:CIN includes a starter/opener role.
PASS	pitching	simulation	CLE	PITCHING_REALISM	simulation:CLE pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CLE	STARTER_PRESENT	simulation:CLE includes a starter/opener role.
PASS	pitching_totals	current	CIN	PITCHING_TOTALS_SUM	current:CIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	CIN	PITCHING_TOTALS_SUM	current:CIN pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	CLE	PITCHING_TOTALS_SUM	current:CLE pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	CLE	PITCHING_TOTALS_SUM	current:CLE pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CIN	PITCHING_TOTALS_SUM	simulation:CIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	CIN	PITCHING_TOTALS_SUM	simulation:CIN pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CLE	PITCHING_TOTALS_SUM	simulation:CLE pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	CLE	PITCHING_TOTALS_SUM	simulation:CLE pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: CLE 3 - 5 CIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: CLE 3 - 5 CIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: CIN wins 5-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=CIN, final=CIN.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.530.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 3/10 (0.300).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 6/10 (0.600).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: CIN wins 5-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: CIN wins 3-5.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-5.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 8.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: CIN wins 5-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	CIN	RECENT_FORM_RANGE	CIN recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CIN	TEAM_RECENT_RECORD	CIN wins and win_pct agree: 5/10 = 0.500.
PASS	team_recent_performance	current	CLE	RECENT_FORM_RANGE	CLE recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CLE	TEAM_RECENT_RECORD	CLE wins and win_pct agree: 3/10 = 0.300.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	CIN	BATTING_REALISM	current:CIN hitter lines pass basic baseball constraints.
PASS	batting	current	CLE	BATTING_REALISM	current:CLE hitter lines pass basic baseball constraints.
PASS	batting	simulation	CIN	BATTING_REALISM	simulation:CIN hitter lines pass basic baseball constraints.
PASS	batting	simulation	CLE	BATTING_REALISM	simulation:CLE hitter lines pass basic baseball constraints.
PASS	batting_totals	current	CIN	BATTING_TOTALS_SUM	current:CIN batting totals equal summed player lines.
PASS	batting_totals	current	CLE	BATTING_TOTALS_SUM	current:CLE batting totals equal summed player lines.
PASS	batting_totals	simulation	CIN	BATTING_TOTALS_SUM	simulation:CIN batting totals equal summed player lines.
PASS	batting_totals	simulation	CLE	BATTING_TOTALS_SUM	simulation:CLE batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_BB_MATCH	simulation:CIN batting walks match CLE pitching: 3.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_HR_MATCH	simulation:CIN batting home runs match CLE pitching: 0.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_H_MATCH	simulation:CIN batting hits match CLE pitching: 7.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_SO_MATCH	simulation:CIN batting strikeouts match CLE pitching: 5.
PASS	boxscore_crosscheck	simulation	CIN	PA_BF_MATCH	simulation:CIN PA=36 matches CLE BF=36.
PASS	boxscore_crosscheck	simulation	CIN	RUNS_MATCH_FINAL	simulation:CIN runs match final score and opposing pitching runs: 5.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_BB_MATCH	simulation:CLE batting walks match CIN pitching: 2.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_HR_MATCH	simulation:CLE batting home runs match CIN pitching: 2.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_H_MATCH	simulation:CLE batting hits match CIN pitching: 7.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_SO_MATCH	simulation:CLE batting strikeouts match CIN pitching: 5.
PASS	boxscore_crosscheck	simulation	CLE	PA_BF_MATCH	simulation:CLE PA=36 matches CIN BF=36.
PASS	boxscore_crosscheck	simulation	CLE	RUNS_MATCH_FINAL	simulation:CLE runs match final score and opposing pitching runs: 3.
PASS	cross_schema	cross-schema	CIN	CURRENT_FINALIZED_MATCH_BOX	CIN current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	CLE	CURRENT_FINALIZED_MATCH_BOX	CLE current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	CIN	CURRENT_LINEUP_SHAPE	CIN current lineup has 9 expected positions.
PASS	current_payload	current	CIN	CURRENT_MODEL_ZERO_FALLBACK	CIN current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CIN	CURRENT_NAMES_PRESENT	CIN current hitter names are populated.
PASS	current_payload	current	CIN	CURRENT_PREDICTIONS_MATCH_FINALIZED	CIN hitter predictions mirror finalized stats.
PASS	current_payload	current	CLE	CURRENT_LINEUP_SHAPE	CLE current lineup has 9 expected positions.
PASS	current_payload	current	CLE	CURRENT_MODEL_ZERO_FALLBACK	CLE current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CLE	CURRENT_NAMES_PRESENT	CLE current hitter names are populated.
PASS	current_payload	current	CLE	CURRENT_PREDICTIONS_MATCH_FINALIZED	CLE hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.470.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.530.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.530.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.518/0.712.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: CLE 7, CIN 7.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: CLE 3 - CIN 5.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: CIN.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for CIN; 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': True, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'CIN', 'opponent_team': 'CLE', 'h2h_net_margin': -9, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-17', 'predicted_team_runs': 3, 'opponent_runs': 10, 'margin_for_predicted_team': -7, 'winner': 'CLE'}, {'date': '2026-05-16', 'predicted_team_runs': 4, 'opponent_runs': 7, 'margin_for_predicted_team': -3, 'winner': 'CLE'}, {'date': '2026-05-15', 'predicted_team_runs': 7, 'opponent_runs': 6, 'margin_for_predicted_team': 1, 'winner': 'CIN'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'CIN', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'path': '20260727_CLE@CIN.json'}]}, 'guardrail_predicted_team': 'CIN', 'guardrail_opponent_team': 'CLE', 'output_pre_simulation_winner': 'CIN', 'output_opponent_team': 'CLE', 'final_score_winner': 'CIN', 'pre_simulation_winner': 'CIN', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CLE 4 - 5 CIN', 'winner': 'CIN'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'CLE 3 - 5 CIN', 'winner': 'CIN'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -1, 'home_run_delta': 0, 'total_run_delta': -1, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 2, 'winner_quality_edge': -0.5167, 'winner': 'CIN', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_CLE@CIN.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: CLE@CIN.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count	simulation	CIN	PITCH_COUNT_PITCHER_MATCH	CIN pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CIN	PITCH_COUNT_TOTAL_MATCH	CIN pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitch_count	simulation	CLE	PITCH_COUNT_PITCHER_MATCH	CLE pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CLE	PITCH_COUNT_TOTAL_MATCH	CLE pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitching	current	CIN	PITCHING_REALISM	current:CIN pitcher lines pass basic baseball constraints.
PASS	pitching	current	CIN	STARTER_PRESENT	current:CIN includes a starter/opener role.
PASS	pitching	current	CLE	PITCHING_REALISM	current:CLE pitcher lines pass basic baseball constraints.
PASS	pitching	current	CLE	STARTER_PRESENT	current:CLE includes a starter/opener role.
PASS	pitching	simulation	CIN	PITCHING_REALISM	simulation:CIN pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CIN	STARTER_PRESENT	simulation:CIN includes a starter/opener role.
PASS	pitching	simulation	CLE	PITCHING_REALISM	simulation:CLE pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CLE	STARTER_PRESENT	simulation:CLE includes a starter/opener role.
PASS	pitching_totals	current	CIN	PITCHING_TOTALS_SUM	current:CIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	CIN	PITCHING_TOTALS_SUM	current:CIN pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	CLE	PITCHING_TOTALS_SUM	current:CLE pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	CLE	PITCHING_TOTALS_SUM	current:CLE pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CIN	PITCHING_TOTALS_SUM	simulation:CIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	CIN	PITCHING_TOTALS_SUM	simulation:CIN pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CLE	PITCHING_TOTALS_SUM	simulation:CLE pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	CLE	PITCHING_TOTALS_SUM	simulation:CLE pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: CLE 3 - 5 CIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: CLE 3 - 5 CIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: CIN wins 5-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=CIN, final=CIN.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.530.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 3/10 (0.300).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 6/10 (0.600).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: CIN wins 5-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: CIN wins 3-5.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-5.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 8.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: CIN wins 5-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	CIN	RECENT_FORM_RANGE	CIN recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CIN	TEAM_RECENT_RECORD	CIN wins and win_pct agree: 5/10 = 0.500.
PASS	team_recent_performance	current	CLE	RECENT_FORM_RANGE	CLE recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CLE	TEAM_RECENT_RECORD	CLE wins and win_pct agree: 3/10 = 0.300.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	CIN	CURRENT_PITCHER_DUPLICATION	CIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	CLE	CURRENT_PITCHER_DUPLICATION	CLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	CIN	CURRENT_FINALIZED_MATCH_BOX	CIN model-prediction batting totals differ from final simulation box score (H: current=9, sim=7; 2B: current=0, sim=4; RBI: current=2, sim=5; R: current=3, sim=5; BB: current=1, sim=3; SO: current=10, 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.
INFO	current_vs_final	cross-schema	CIN	CURRENT_PLAYER_MATCH_BOX	CIN current finalized hitter lines are model predictions and differ from the simulation box score: Elly De La Cruz: 2B current=0 box=1; Edwin Arroyo: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2; Dane Myers: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Sal Stewart: AB current=4 box=3, 2B current=0 box=1, BB current=0 box=1; Tyler Stephenson: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; JJ Bleday: H current=1 box=2, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Ke'Bryan Hayes: H current=1 box=0, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Eugenio Suárez: 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=2 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	CLE	CURRENT_FINALIZED_MATCH_BOX	CLE model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=0, sim=3; R: current=1, sim=3; BB: current=3, sim=2; SO: current=8, sim=5).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	CLE	CURRENT_PLAYER_MATCH_BOX	CLE current finalized hitter lines are model predictions and differ from the simulation box score: Brayan Rocchio: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Travis Bazzana: H current=1 box=0, BB current=1 box=0; Kyle Manzardo: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Petey Halpin: AB current=3 box=4, 2B current=0 box=1; Patrick Bailey: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; José Ramírez: HR current=0 box=1, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Chase DeLauter: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Steven Kwan: AB current=4 box=3, H current=1 box=0, SO current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	5.64028263092041	4.663330554962158		Base ML historical model prediction
variance_applied	6	5		Random variance applied (0.9-1.1)
enhanced_prediction	5	4	0.530	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	4	5		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	4	5		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	4	5		Capped at max 12 realistic runs
simulation_result	3	5		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
CLE	0	0	1	0	0	0	0	0	2	3	7
CIN	1	0	0	0	0	0	0	0	4	5	7

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	CLE	batting	32	9	0	0	0	0	1	3	8	0	0	0	0
current	CLE	pitching		7			0		5	3	5					8.0	5	0	0
current	CIN	batting	32	9	0	0	0	2	3	1	10	0	0	0	0
current	CIN	pitching		7			2		3	2	5					9.0	3	0	0
simulation	CLE	batting	34	7	2	0	2	3	3	2	5	0	0
simulation	CLE	pitching		7			0		5	3	5					8.0	5	36	147
simulation	CIN	batting	32	7	4	0	0	5	5	3	5	1	0
simulation	CIN	pitching		7			2		3	2	5					9.0	3	36	147

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	HR	R	RBI	BB	SO	AVG
current	CLE		DH	Brayan Rocchio	0	4	1	0	0	0	0	0	1	0.250
current	CLE		C	Travis Bazzana	0	4	1	0	0	0	0	1	1	0.250
current	CLE		1B	Kyle Manzardo	0	3	1	0	0	0	0	0	1	0.333
current	CLE		2B	Petey Halpin	0	3	1	0	0	0	0	0	1	0.333
current	CLE		3B	Patrick Bailey	0	3	1	0	0	0	0	0	1	0.333
current	CLE		SS	José Ramírez	0	4	1	0	0	1	0	1	1	0.250
current	CLE		LF	Chase DeLauter	0	4	1	0	0	0	0	0	1	0.250
current	CLE		CF	Steven Kwan	0	4	1	0	0	0	0	1	0	0.250
current	CLE		RF	Rhys Hoskins	0	3	1	0	0	0	0	0	1	0.333
current	CIN		DH	Elly De La Cruz	0	4	1	0	0	1	0	0	1	0.250
current	CIN		C	Edwin Arroyo	0	3	1	0	0	0	0	0	1	0.333
current	CIN		1B	Dane Myers	0	3	1	0	0	0	0	0	1	0.333
current	CIN		2B	Sal Stewart	0	4	1	0	0	1	1	0	1	0.250
current	CIN		3B	Tyler Stephenson	0	3	1	0	0	0	0	0	1	0.333
current	CIN		SS	Spencer Steer	0	4	1	0	0	0	0	0	1	0.250
current	CIN		LF	JJ Bleday	0	4	1	0	0	1	0	1	1	0.250
current	CIN		CF	Ke'Bryan Hayes	0	3	1	0	0	0	0	0	1	0.333
current	CIN		RF	Eugenio Suárez	0	4	1	0	0	0	1	0	2	0.250
simulation	CLE	1	CF	Petey Halpin	4	4	1	1	0	0	0	0	1	0.250
simulation	CLE	2	SS	Brayan Rocchio	4	4	2	1	0	1	1	0	0	0.500
simulation	CLE	3	2B	Travis Bazzana	4	4	0	0	0	0	0	0	1	0.000
simulation	CLE	4	1B	Kyle Manzardo	4	4	0	0	0	0	0	0	2	0.000
simulation	CLE	5	C	Patrick Bailey	4	4	2	0	1	1	1	0	0	0.500
simulation	CLE	6	3B	José Ramírez	4	4	1	0	1	1	1	0	0	0.250
simulation	CLE	7	RF	Chase DeLauter	4	3	1	0	0	0	0	1	0	0.333
simulation	CLE	8	CF	Steven Kwan	4	3	0	0	0	0	0	1	1	0.000
simulation	CLE	9	1B	Rhys Hoskins	4	4	0	0	0	0	0	0	0	0.000
simulation	CIN	1	CF	Dane Myers	4	3	0	0	0	0	0	1	0	0.000
simulation	CIN	2	SS	Elly De La Cruz	4	4	1	1	0	1	0	0	1	0.250
simulation	CIN	3	SS	Edwin Arroyo	4	4	1	1	0	0	0	0	2	0.250
simulation	CIN	4	1B	Sal Stewart	4	3	1	1	0	1	1	1	1	0.333
simulation	CIN	5	C	Tyler Stephenson	4	3	0	0	0	0	0	1	0	0.000
simulation	CIN	6	3B	Ke'Bryan Hayes	4	3	0	0	0	1	1	0	0	0.000
simulation	CIN	7	1B	Spencer Steer	4	4	1	0	0	0	0	0	1	0.250
simulation	CIN	8	LF	JJ Bleday	4	4	2	0	0	1	1	0	0	0.500
simulation	CIN	9	DH	Eugenio Suárez	4	4	1	1	0	1	2	0	0	0.250

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	CLE	1	Slade Cecconi	Starter	5.0	3	1	1	0	3	0	0	0	1.80	4.60	1.45
current	CLE	2	Cade Smith	Middle Reliever	1.1	0	0	0	1	1	0	0	0	0.00	2.62	1.06
current	CLE	3	Colin Holderman	Middle Reliever	1.0	1	0	0	0	0	0	0	0	0.00	1.57	0.80
current	CLE	4	Hunter Gaddis	Middle Reliever	0.2	0	0	0	0	1	0	0	0	0.00	2.67	1.22
current	CLE	6	Erik Sabrowski	Middle Reliever	0.0	3	4	4	2	0	0	0	0		3.56	1.22
current	CIN	1	Chase Burns	Starter	6.0	4	1	1	1	5	0	0	0	1.50	2.42	1.11
current	CIN	2	Brock Burke	Middle Reliever	1.0	2	2	2	0	0	2	0	0	18.00	2.66	1.30
current	CIN	3	Emilio Pagán	Middle Reliever	1.0	1	0	0	1	0	0	0	0	0.00	5.31	1.23
current	CIN	4	Tejay Antone	Middle Reliever	1.0	0	0	0	0	0	0	0	0	0.00	2.25	0.97
simulation	CLE	1	Slade Cecconi	Starter	5.0	3	1	1	0	3	0	20	83	1.80	4.60	1.45
simulation	CLE	2	Cade Smith	Middle Reliever	1.1	0	0	0	1	1	0	5	18	0.00	2.62	1.06
simulation	CLE	3	Hunter Gaddis	Middle Reliever	0.2	0	0	0	0	1	0	2	13	0.00	2.67	1.22
simulation	CLE	4	Colin Holderman	Middle Reliever	1.0	1	0	0	0	0	0	4	16	0.00	1.57	0.80
simulation	CLE	5	Erik Sabrowski	Middle Reliever	0.0	3	4	4	2	0	0	5	17		3.56	1.22
simulation	CIN	1	Chase Burns	Starter	6.0	4	1	1	1	5	0	23	95	1.50	2.42	1.11
simulation	CIN	2	Emilio Pagán	Middle Reliever	1.0	1	0	0	1	0	0	5	18	0.00	5.31	1.23
simulation	CIN	3	Tejay Antone	Middle Reliever	1.0	0	0	0	0	0	0	3	15	0.00	2.25	0.97
simulation	CIN	4	Brock Burke	Middle Reliever	1.0	2	2	2	0	0	2	5	19	18.00	2.66	1.30

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
CLE	Slade Cecconi	Starter	5.0	1	3	0	3	20	83
CLE	Cade Smith	Middle Reliever	1.1	0	0	1	1	5	18
CLE	Colin Holderman	Middle Reliever	1.0	0	1	0	0	4	16
CLE	Hunter Gaddis	Middle Reliever	0.2	0	0	0	1	2	13
CLE	Erik Sabrowski	Middle Reliever	0.0	4	3	2	0	5	17
CIN	Chase Burns	Starter	6.0	1	4	1	5	23	95
CIN	Brock Burke	Middle Reliever	1.0	2	2	0	0	5	19
CIN	Emilio Pagán	Middle Reliever	1.0	0	1	1	0	5	18
CIN	Tejay Antone	Middle Reliever	1.0	0	0	0	0	3	15

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	not triggered	0	0	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_CLE@CIN_2

20260728_CLE@CIN_2.json • 2026-07-28

CLE 1 - CIN 3

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	CIN	CURRENT_PITCHER_DUPLICATION	CIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	CLE	CURRENT_PITCHER_DUPLICATION	CLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	CIN	CURRENT_FINALIZED_MATCH_BOX	CIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=7; 2B: current=0, sim=1; BB: current=2, sim=5; 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.
INFO	current_vs_final	cross-schema	CIN	CURRENT_PLAYER_MATCH_BOX	CIN current finalized hitter lines are model predictions and differ from the simulation box score: Elly De La Cruz: H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Sal Stewart: AB current=4 box=2, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; JJ Bleday: AB current=4 box=3, H current=1 box=0, R current=1 box=0; Eugenio Suárez: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Nathaniel Lowe: AB current=3 box=4, H current=1 box=2, RBI current=0 box=2, R current=0 box=1; Tyler Stephenson: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2; Dane Myers: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=2; Edwin Arroyo: AB current=3 box=4		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	CLE	CURRENT_FINALIZED_MATCH_BOX	CLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; SO: current=8, sim=12).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	CLE	CURRENT_PLAYER_MATCH_BOX	CLE current finalized hitter lines are model predictions and differ from the simulation box score: Travis Bazzana: RBI current=0 box=1, R current=0 box=1, BB current=1 box=0; Chase DeLauter: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; José Ramírez: 2B current=0 box=1, R current=1 box=0, SO current=1 box=2; Brayan Rocchio: RBI current=1 box=0, SO current=1 box=2; Kyle Manzardo: AB current=3 box=4, SO current=1 box=2; Angel Martínez: SO current=1 box=2; Patrick Bailey: AB current=3 box=4, SO current=1 box=0; Petey Halpin: H current=1 box=0, SO current=1 box=2		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	CIN	BATTING_REALISM	current:CIN hitter lines pass basic baseball constraints.
PASS	batting	current	CLE	BATTING_REALISM	current:CLE hitter lines pass basic baseball constraints.
PASS	batting	simulation	CIN	BATTING_REALISM	simulation:CIN hitter lines pass basic baseball constraints.
PASS	batting	simulation	CLE	BATTING_REALISM	simulation:CLE hitter lines pass basic baseball constraints.
PASS	batting_totals	current	CIN	BATTING_TOTALS_SUM	current:CIN batting totals equal summed player lines.
PASS	batting_totals	current	CLE	BATTING_TOTALS_SUM	current:CLE batting totals equal summed player lines.
PASS	batting_totals	simulation	CIN	BATTING_TOTALS_SUM	simulation:CIN batting totals equal summed player lines.
PASS	batting_totals	simulation	CLE	BATTING_TOTALS_SUM	simulation:CLE batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_BB_MATCH	simulation:CIN batting walks match CLE pitching: 5.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_HR_MATCH	simulation:CIN batting home runs match CLE pitching: 0.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_H_MATCH	simulation:CIN batting hits match CLE pitching: 7.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_SO_MATCH	simulation:CIN batting strikeouts match CLE pitching: 11.
PASS	boxscore_crosscheck	simulation	CIN	PA_BF_MATCH	simulation:CIN PA=37 matches CLE BF=37.
PASS	boxscore_crosscheck	simulation	CIN	RUNS_MATCH_FINAL	simulation:CIN runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_BB_MATCH	simulation:CLE batting walks match CIN pitching: 1.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_HR_MATCH	simulation:CLE batting home runs match CIN pitching: 0.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_H_MATCH	simulation:CLE batting hits match CIN pitching: 7.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_SO_MATCH	simulation:CLE batting strikeouts match CIN pitching: 12.
PASS	boxscore_crosscheck	simulation	CLE	PA_BF_MATCH	simulation:CLE PA=35 matches CIN BF=35.
PASS	boxscore_crosscheck	simulation	CLE	RUNS_MATCH_FINAL	simulation:CLE runs match final score and opposing pitching runs: 1.
PASS	cross_schema	cross-schema	CIN	CURRENT_FINALIZED_MATCH_BOX	CIN current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	CLE	CURRENT_FINALIZED_MATCH_BOX	CLE current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	CIN	CURRENT_LINEUP_SHAPE	CIN current lineup has 9 expected positions.
PASS	current_payload	current	CIN	CURRENT_MODEL_ZERO_FALLBACK	CIN current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CIN	CURRENT_NAMES_PRESENT	CIN current hitter names are populated.
PASS	current_payload	current	CIN	CURRENT_PREDICTIONS_MATCH_FINALIZED	CIN hitter predictions mirror finalized stats.
PASS	current_payload	current	CLE	CURRENT_LINEUP_SHAPE	CLE current lineup has 9 expected positions.
PASS	current_payload	current	CLE	CURRENT_MODEL_ZERO_FALLBACK	CLE current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CLE	CURRENT_NAMES_PRESENT	CLE current hitter names are populated.
PASS	current_payload	current	CLE	CURRENT_PREDICTIONS_MATCH_FINALIZED	CLE hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	No head-to-head rows are present, so no H2H date leakage was detected.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.490.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.510.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.510.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 4 is reasonably close to low-score expected_total_runs 4.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.150/0.500.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: CLE 7, CIN 7.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: CLE 1 - CIN 3.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: CIN.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	No stale repeat-pick pattern detected for CIN.	{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'CIN', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260727_CLE@CIN.json'}]}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_CLE@CIN_2.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: CLE@CIN.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASS	pitch_count	simulation	CIN	PITCH_COUNT_PITCHER_MATCH	CIN pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CIN	PITCH_COUNT_TOTAL_MATCH	CIN pitch_count_summary total, row sum, and pitching total all match: 139.
PASS	pitch_count	simulation	CLE	PITCH_COUNT_PITCHER_MATCH	CLE pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CLE	PITCH_COUNT_TOTAL_MATCH	CLE pitch_count_summary total, row sum, and pitching total all match: 161.
PASS	pitching	current	CIN	PITCHING_REALISM	current:CIN pitcher lines pass basic baseball constraints.
PASS	pitching	current	CIN	STARTER_PRESENT	current:CIN includes a starter/opener role.
PASS	pitching	current	CLE	PITCHING_REALISM	current:CLE pitcher lines pass basic baseball constraints.
PASS	pitching	current	CLE	STARTER_PRESENT	current:CLE includes a starter/opener role.
PASS	pitching	simulation	CIN	PITCHING_REALISM	simulation:CIN pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CIN	STARTER_PRESENT	simulation:CIN includes a starter/opener role.
PASS	pitching	simulation	CLE	PITCHING_REALISM	simulation:CLE pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CLE	STARTER_PRESENT	simulation:CLE includes a starter/opener role.
PASS	pitching_totals	current	CIN	PITCHING_TOTALS_SUM	current:CIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	CIN	PITCHING_TOTALS_SUM	current:CIN pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	CLE	PITCHING_TOTALS_SUM	current:CLE pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	CLE	PITCHING_TOTALS_SUM	current:CLE pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CIN	PITCHING_TOTALS_SUM	simulation:CIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	CIN	PITCHING_TOTALS_SUM	simulation:CIN pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CLE	PITCHING_TOTALS_SUM	simulation:CLE pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	CLE	PITCHING_TOTALS_SUM	simulation:CLE pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: CLE 1 - 3 CIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: CLE 1 - 3 CIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: CIN wins 3-1.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=CIN, final=CIN.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.510.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 5/10 (0.500).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: CIN wins 3-1.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: CIN wins 1-3.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 1-3.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 1-3, final 1-3 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 4.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: CIN wins 3-1.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	CIN	RECENT_FORM_RANGE	CIN recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CIN	TEAM_RECENT_RECORD	CIN wins and win_pct agree: 5/10 = 0.500.
PASS	team_recent_performance	current	CLE	RECENT_FORM_RANGE	CLE recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CLE	TEAM_RECENT_RECORD	CLE wins and win_pct agree: 3/10 = 0.300.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	CIN	BATTING_REALISM	current:CIN hitter lines pass basic baseball constraints.
PASS	batting	current	CLE	BATTING_REALISM	current:CLE hitter lines pass basic baseball constraints.
PASS	batting	simulation	CIN	BATTING_REALISM	simulation:CIN hitter lines pass basic baseball constraints.
PASS	batting	simulation	CLE	BATTING_REALISM	simulation:CLE hitter lines pass basic baseball constraints.
PASS	batting_totals	current	CIN	BATTING_TOTALS_SUM	current:CIN batting totals equal summed player lines.
PASS	batting_totals	current	CLE	BATTING_TOTALS_SUM	current:CLE batting totals equal summed player lines.
PASS	batting_totals	simulation	CIN	BATTING_TOTALS_SUM	simulation:CIN batting totals equal summed player lines.
PASS	batting_totals	simulation	CLE	BATTING_TOTALS_SUM	simulation:CLE batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_BB_MATCH	simulation:CIN batting walks match CLE pitching: 5.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_HR_MATCH	simulation:CIN batting home runs match CLE pitching: 0.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_H_MATCH	simulation:CIN batting hits match CLE pitching: 7.
PASS	boxscore_crosscheck	simulation	CIN	BAT_PITCH_SO_MATCH	simulation:CIN batting strikeouts match CLE pitching: 11.
PASS	boxscore_crosscheck	simulation	CIN	PA_BF_MATCH	simulation:CIN PA=37 matches CLE BF=37.
PASS	boxscore_crosscheck	simulation	CIN	RUNS_MATCH_FINAL	simulation:CIN runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_BB_MATCH	simulation:CLE batting walks match CIN pitching: 1.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_HR_MATCH	simulation:CLE batting home runs match CIN pitching: 0.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_H_MATCH	simulation:CLE batting hits match CIN pitching: 7.
PASS	boxscore_crosscheck	simulation	CLE	BAT_PITCH_SO_MATCH	simulation:CLE batting strikeouts match CIN pitching: 12.
PASS	boxscore_crosscheck	simulation	CLE	PA_BF_MATCH	simulation:CLE PA=35 matches CIN BF=35.
PASS	boxscore_crosscheck	simulation	CLE	RUNS_MATCH_FINAL	simulation:CLE runs match final score and opposing pitching runs: 1.
PASS	cross_schema	cross-schema	CIN	CURRENT_FINALIZED_MATCH_BOX	CIN current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	CLE	CURRENT_FINALIZED_MATCH_BOX	CLE current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	CIN	CURRENT_LINEUP_SHAPE	CIN current lineup has 9 expected positions.
PASS	current_payload	current	CIN	CURRENT_MODEL_ZERO_FALLBACK	CIN current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CIN	CURRENT_NAMES_PRESENT	CIN current hitter names are populated.
PASS	current_payload	current	CIN	CURRENT_PREDICTIONS_MATCH_FINALIZED	CIN hitter predictions mirror finalized stats.
PASS	current_payload	current	CLE	CURRENT_LINEUP_SHAPE	CLE current lineup has 9 expected positions.
PASS	current_payload	current	CLE	CURRENT_MODEL_ZERO_FALLBACK	CLE current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CLE	CURRENT_NAMES_PRESENT	CLE current hitter names are populated.
PASS	current_payload	current	CLE	CURRENT_PREDICTIONS_MATCH_FINALIZED	CLE hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	No head-to-head rows are present, so no H2H date leakage was detected.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.490.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.510.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.510.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 4 is reasonably close to low-score expected_total_runs 4.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.150/0.500.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: CLE 7, CIN 7.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: CLE 1 - CIN 3.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: CIN.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	No stale repeat-pick pattern detected for CIN.	{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'CIN', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260727_CLE@CIN.json'}]}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_CLE@CIN_2.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: CLE@CIN.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASS	pitch_count	simulation	CIN	PITCH_COUNT_PITCHER_MATCH	CIN pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CIN	PITCH_COUNT_TOTAL_MATCH	CIN pitch_count_summary total, row sum, and pitching total all match: 139.
PASS	pitch_count	simulation	CLE	PITCH_COUNT_PITCHER_MATCH	CLE pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CLE	PITCH_COUNT_TOTAL_MATCH	CLE pitch_count_summary total, row sum, and pitching total all match: 161.
PASS	pitching	current	CIN	PITCHING_REALISM	current:CIN pitcher lines pass basic baseball constraints.
PASS	pitching	current	CIN	STARTER_PRESENT	current:CIN includes a starter/opener role.
PASS	pitching	current	CLE	PITCHING_REALISM	current:CLE pitcher lines pass basic baseball constraints.
PASS	pitching	current	CLE	STARTER_PRESENT	current:CLE includes a starter/opener role.
PASS	pitching	simulation	CIN	PITCHING_REALISM	simulation:CIN pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CIN	STARTER_PRESENT	simulation:CIN includes a starter/opener role.
PASS	pitching	simulation	CLE	PITCHING_REALISM	simulation:CLE pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CLE	STARTER_PRESENT	simulation:CLE includes a starter/opener role.
PASS	pitching_totals	current	CIN	PITCHING_TOTALS_SUM	current:CIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	CIN	PITCHING_TOTALS_SUM	current:CIN pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	CLE	PITCHING_TOTALS_SUM	current:CLE pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	CLE	PITCHING_TOTALS_SUM	current:CLE pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CIN	PITCHING_TOTALS_SUM	simulation:CIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	CIN	PITCHING_TOTALS_SUM	simulation:CIN pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CLE	PITCHING_TOTALS_SUM	simulation:CLE pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	CLE	PITCHING_TOTALS_SUM	simulation:CLE pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: CLE 1 - 3 CIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: CLE 1 - 3 CIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: CIN wins 3-1.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=CIN, final=CIN.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.510.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 5/10 (0.500).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: CIN wins 3-1.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: CIN wins 1-3.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 1-3.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 1-3, final 1-3 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 4.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: CIN wins 3-1.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	CIN	RECENT_FORM_RANGE	CIN recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CIN	TEAM_RECENT_RECORD	CIN wins and win_pct agree: 5/10 = 0.500.
PASS	team_recent_performance	current	CLE	RECENT_FORM_RANGE	CLE recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CLE	TEAM_RECENT_RECORD	CLE wins and win_pct agree: 3/10 = 0.300.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	CIN	CURRENT_PITCHER_DUPLICATION	CIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	CLE	CURRENT_PITCHER_DUPLICATION	CLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	CIN	CURRENT_FINALIZED_MATCH_BOX	CIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=7; 2B: current=0, sim=1; BB: current=2, sim=5; 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.
INFO	current_vs_final	cross-schema	CIN	CURRENT_PLAYER_MATCH_BOX	CIN current finalized hitter lines are model predictions and differ from the simulation box score: Elly De La Cruz: H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Sal Stewart: AB current=4 box=2, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; JJ Bleday: AB current=4 box=3, H current=1 box=0, R current=1 box=0; Eugenio Suárez: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Nathaniel Lowe: AB current=3 box=4, H current=1 box=2, RBI current=0 box=2, R current=0 box=1; Tyler Stephenson: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2; Dane Myers: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=2; Edwin Arroyo: AB current=3 box=4	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	CLE	CURRENT_FINALIZED_MATCH_BOX	CLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; SO: current=8, sim=12).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	CLE	CURRENT_PLAYER_MATCH_BOX	CLE current finalized hitter lines are model predictions and differ from the simulation box score: Travis Bazzana: RBI current=0 box=1, R current=0 box=1, BB current=1 box=0; Chase DeLauter: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; José Ramírez: 2B current=0 box=1, R current=1 box=0, SO current=1 box=2; Brayan Rocchio: RBI current=1 box=0, SO current=1 box=2; Kyle Manzardo: AB current=3 box=4, SO current=1 box=2; Angel Martínez: SO current=1 box=2; Patrick Bailey: AB current=3 box=4, SO current=1 box=0; Petey Halpin: H current=1 box=0, SO current=1 box=2	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	6.621798038482666	3.4660322666168213		Base ML historical model prediction
variance_applied	7	4		Random variance applied (0.9-1.1)
enhanced_prediction	1	1	0.510	Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment	1	1		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	1	2		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	1	2		Capped at max 12 realistic runs
simulation_result	1	3		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
CLE	1	0	0	0	0	0	0	0	0	1	7
CIN	0	0	2	0	0	0	0	1	0	3	7

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	CLE	batting	33	9	0	0	1	1	1	8	0	0	0	0
current	CLE	pitching		7				3	5	11					8.0	3	0	0
current	CIN	batting	32	9	0	0	3	3	2	9	0	0	0	0
current	CIN	pitching		7				1	1	12					9.0	1	0	0
simulation	CLE	batting	34	7	1	0	1	1	1	12	0	0
simulation	CLE	pitching		7				3	5	11					8.0	3	37	161
simulation	CIN	batting	31	7	1	0	3	3	5	11	0	1
simulation	CIN	pitching		7				1	1	12					9.0	1	35	139

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	R	RBI	BB	SO	HBP	AVG
current	CLE		LF	Steven Kwan	0	4	1	0	0	0	0	0	0	0.250
current	CLE		2B	Travis Bazzana	0	4	1	0	0	0	1	1	0	0.250
current	CLE		DH	Chase DeLauter	0	4	1	0	0	0	0	1	0	0.250
current	CLE		3B	José Ramírez	0	4	1	0	1	0	0	1	0	0.250
current	CLE		SS	Brayan Rocchio	0	4	1	0	0	1	0	1	0	0.250
current	CLE		1B	Kyle Manzardo	0	3	1	0	0	0	0	1	0	0.333
current	CLE		RF	Angel Martínez	0	4	1	0	0	0	0	1	0	0.250
current	CLE		C	Patrick Bailey	0	3	1	0	0	0	0	1	0	0.333
current	CLE		CF	Petey Halpin	0	3	1	0	0	0	0	1	0	0.333
current	CIN		SS	Elly De La Cruz	0	5	1	0	1	1	1	1	0	0.200
current	CIN		1B	Sal Stewart	0	4	1	0	1	1	0	1	0	0.250
current	CIN		RF	JJ Bleday	0	4	1	0	1	0	1	1	0	0.250
current	CIN		3B	Eugenio Suárez	0	4	1	0	0	1	0	1	0	0.250
current	CIN		DH	Nathaniel Lowe	0	3	1	0	0	0	0	1	0	0.333
current	CIN		C	Tyler Stephenson	0	3	1	0	0	0	0	1	0	0.333
current	CIN		CF	Dane Myers	0	3	1	0	0	0	0	1	0	0.333
current	CIN		2B	Edwin Arroyo	0	3	1	0	0	0	0	1	0	0.333
current	CIN		LF	TJ Friedl	0	3	1	0	0	0	0	1	0	0.333
simulation	CLE	1	LF	Steven Kwan	4	4	1	0	0	0	0	0	0	0.250
simulation	CLE	2	3B	José Ramírez	4	4	1	1	0	0	0	2	0	0.250
simulation	CLE	3	DH	Chase DeLauter	4	3	0	0	0	0	1	1	0	0.000
simulation	CLE	4	2B	Travis Bazzana	4	4	1	0	1	1	0	1	0	0.250
simulation	CLE	5	SS	Brayan Rocchio	4	4	1	0	0	0	0	2	0	0.250
simulation	CLE	6	1B	Kyle Manzardo	4	4	1	0	0	0	0	2	0	0.250
simulation	CLE	7	RF	Angel Martínez	4	4	1	0	0	0	0	2	0	0.250
simulation	CLE	8	C	Patrick Bailey	4	4	1	0	0	0	0	0	0	0.250
simulation	CLE	9	CF	Petey Halpin	3	3	0	0	0	0	0	2	0	0.000
simulation	CIN	1	SS	Elly De La Cruz	5	5	2	0	1	0	0	1	0	0.400
simulation	CIN	2	1B	Sal Stewart	4	2	0	0	0	0	2	1	0	0.000
simulation	CIN	3	RF	JJ Bleday	4	3	0	0	0	0	1	1	0	0.000
simulation	CIN	4	3B	Eugenio Suárez	4	3	0	0	0	0	0	0	1	0.000
simulation	CIN	5	DH	Nathaniel Lowe	4	4	2	0	1	2	0	1	0	0.500
simulation	CIN	6	C	Tyler Stephenson	4	4	1	1	0	0	0	2	0	0.250
simulation	CIN	7	CF	Dane Myers	4	3	1	0	1	1	1	2	0	0.333
simulation	CIN	8	2B	Edwin Arroyo	4	4	1	0	0	0	0	1	0	0.250
simulation	CIN	9	LF	TJ Friedl	4	3	0	0	0	0	1	2	0	0.000

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	CLE	1	Gavin Williams	Starter	6.0	5	2	2	3	8	0	0	3.00	3.78	1.10
current	CLE	2	Cade Smith	Middle Reliever	1.0	0	0	0	1	1	0	0	0.00	2.62	1.06
current	CLE	3	Colin Holderman	Middle Reliever	1.0	2	1	1	0	2	0	0	9.00	1.57	0.80
current	CLE	5	Hunter Gaddis	Middle Reliever	0.0	0	0	0	1	0	0	0		2.67	1.22
current	CIN	1	Hunter Greene	Starter	5.0	6	1	1	1	7	0	0	1.80	7.06	1.34
current	CIN	2	Brock Burke	Middle Reliever	1.0	0	0	0	0	2	0	0	0.00	2.66	1.30
current	CIN	3	Emilio Pagán	Middle Reliever	1.2	1	0	0	0	1	0	0	0.00	5.31	1.23
current	CIN	4	Tejay Antone	Middle Reliever	1.1	0	0	0	0	2	0	0	0.00	2.25	0.97
simulation	CLE	1	Gavin Williams	Starter	6.0	5	2	2	3	8	26	112	3.00	3.78	1.10
simulation	CLE	2	Cade Smith	Middle Reliever	1.0	0	0	0	1	1	4	17	0.00	2.62	1.06
simulation	CLE	3	Hunter Gaddis	Middle Reliever	0.0	0	0	0	1	0	2	13		2.67	1.22
simulation	CLE	4	Colin Holderman	Middle Reliever	1.0	2	1	1	0	2	5	19	9.00	1.57	0.80
simulation	CIN	1	Hunter Greene	Starter	5.0	6	1	1	1	7	22	91	1.80	7.06	1.34
simulation	CIN	2	Emilio Pagán	Middle Reliever	1.2	1	0	0	0	1	6	17	0.00	5.31	1.23
simulation	CIN	3	Tejay Antone	Middle Reliever	1.1	0	0	0	0	2	4	17	0.00	2.25	0.97
simulation	CIN	4	Brock Burke	Middle Reliever	1.0	0	0	0	0	2	3	14	0.00	2.66	1.30

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
CLE	Gavin Williams	Starter	6.0	2	5	3	8	26	112
CLE	Cade Smith	Middle Reliever	1.0	0	0	1	1	4	17
CLE	Colin Holderman	Middle Reliever	1.0	1	2	0	2	5	19
CLE	Hunter Gaddis	Middle Reliever	0.0	0	0	1	0	2	13
CIN	Hunter Greene	Starter	5.0	1	6	1	7	22	91
CIN	Brock Burke	Middle Reliever	1.0	0	0	0	2	3	14
CIN	Emilio Pagán	Middle Reliever	1.2	0	1	0	1	6	17
CIN	Tejay Antone	Middle Reliever	1.1	0	0	0	2	4	17

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	good	0	1	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_COL@SD

20260728_COL@SD.json • 2026-07-28

COL 3 - SD 6

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	COL	CURRENT_PITCHER_DUPLICATION	COL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	SD	CURRENT_PITCHER_DUPLICATION	SD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	COL	CURRENT_FINALIZED_MATCH_BOX	COL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=6, sim=3; R: current=4, sim=3; 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.
INFO	current_vs_final	cross-schema	COL	CURRENT_PLAYER_MATCH_BOX	COL current finalized hitter lines are model predictions and differ from the simulation box score: Hunter Goodman: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Mickey Moniak: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; TJ Rumfield: H current=1 box=0, RBI current=1 box=0; Cole Carrigg: H current=1 box=3, 2B current=0 box=1, HR current=0 box=1, SO current=1 box=0; Jake McCarthy: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Troy Johnston: AB current=3 box=4; Willi Castro: H current=1 box=0, RBI current=1 box=0; Edouard Julien: AB current=3 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	SD	CURRENT_FINALIZED_MATCH_BOX	SD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=10; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=1, sim=4).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	SD	CURRENT_PLAYER_MATCH_BOX	SD current finalized hitter lines are model predictions and differ from the simulation box score: Jake Cronenworth: AB current=4 box=5, 2B current=0 box=1, R current=1 box=0, BB current=1 box=0; Ty France: HR current=0 box=1, R current=0 box=1, SO current=1 box=2; Manny Machado: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Fernando Tatis Jr.: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jackson Merrill: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Luis Rengifo: AB current=3 box=4, SO current=0 box=1; Gavin Sheets: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Xander Bogaerts: R current=0 box=1, BB current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	COL	BATTING_REALISM	current:COL hitter lines pass basic baseball constraints.
PASS	batting	current	SD	BATTING_REALISM	current:SD hitter lines pass basic baseball constraints.
PASS	batting	simulation	COL	BATTING_REALISM	simulation:COL hitter lines pass basic baseball constraints.
PASS	batting	simulation	SD	BATTING_REALISM	simulation:SD hitter lines pass basic baseball constraints.
PASS	batting_totals	current	COL	BATTING_TOTALS_SUM	current:COL batting totals equal summed player lines.
PASS	batting_totals	current	SD	BATTING_TOTALS_SUM	current:SD batting totals equal summed player lines.
PASS	batting_totals	simulation	COL	BATTING_TOTALS_SUM	simulation:COL batting totals equal summed player lines.
PASS	batting_totals	simulation	SD	BATTING_TOTALS_SUM	simulation:SD batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	COL	BAT_PITCH_BB_MATCH	simulation:COL batting walks match SD pitching: 3.
PASS	boxscore_crosscheck	simulation	COL	BAT_PITCH_HR_MATCH	simulation:COL batting home runs match SD pitching: 2.
PASS	boxscore_crosscheck	simulation	COL	BAT_PITCH_H_MATCH	simulation:COL batting hits match SD pitching: 7.
PASS	boxscore_crosscheck	simulation	COL	BAT_PITCH_SO_MATCH	simulation:COL batting strikeouts match SD pitching: 8.
PASS	boxscore_crosscheck	simulation	COL	PA_BF_MATCH	simulation:COL PA=38 matches SD BF=38.
PASS	boxscore_crosscheck	simulation	COL	RUNS_MATCH_FINAL	simulation:COL runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	SD	BAT_PITCH_BB_MATCH	simulation:SD batting walks match COL pitching: 4.
PASS	boxscore_crosscheck	simulation	SD	BAT_PITCH_HR_MATCH	simulation:SD batting home runs match COL pitching: 2.
PASS	boxscore_crosscheck	simulation	SD	BAT_PITCH_H_MATCH	simulation:SD batting hits match COL pitching: 10.
PASS	boxscore_crosscheck	simulation	SD	BAT_PITCH_SO_MATCH	simulation:SD batting strikeouts match COL pitching: 8.
PASS	boxscore_crosscheck	simulation	SD	PA_BF_MATCH	simulation:SD PA=38 matches COL BF=38.
PASS	boxscore_crosscheck	simulation	SD	RUNS_MATCH_FINAL	simulation:SD runs match final score and opposing pitching runs: 6.
PASS	cross_schema	cross-schema	COL	CURRENT_FINALIZED_MATCH_BOX	COL current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	SD	CURRENT_FINALIZED_MATCH_BOX	SD current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	COL	CURRENT_LINEUP_SHAPE	COL current lineup has 9 expected positions.
PASS	current_payload	current	COL	CURRENT_MODEL_ZERO_FALLBACK	COL current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	COL	CURRENT_NAMES_PRESENT	COL current hitter names are populated.
PASS	current_payload	current	COL	CURRENT_PREDICTIONS_MATCH_FINALIZED	COL hitter predictions mirror finalized stats.
PASS	current_payload	current	SD	CURRENT_LINEUP_SHAPE	SD current lineup has 9 expected positions.
PASS	current_payload	current	SD	CURRENT_MODEL_ZERO_FALLBACK	SD current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	SD	CURRENT_NAMES_PRESENT	SD current hitter names are populated.
PASS	current_payload	current	SD	CURRENT_PREDICTIONS_MATCH_FINALIZED	SD hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.430.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.570.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.570.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.479/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: COL 7, SD 10.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: COL 3 - SD 6.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: SD.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for SD; cap=0.57, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.	{'applied': True, 'confidence_cap': 0.57, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'SD', 'opponent_team': 'COL', 'h2h_net_margin': -2, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-04-23', 'predicted_team_runs': 10, 'opponent_runs': 8, 'margin_for_predicted_team': 2, 'winner': 'SD'}, {'date': '2026-04-23', 'predicted_team_runs': 3, 'opponent_runs': 8, 'margin_for_predicted_team': -5, 'winner': 'COL'}, {'date': '2026-04-22', 'predicted_team_runs': 1, 'opponent_runs': 0, 'margin_for_predicted_team': 1, 'winner': 'SD'}], 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'SD', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'COL', 'final_score_winner': 'SD', 'pre_simulation_winner': 'SD', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 2, 'home_runs': 6, 'score_text': 'COL 2 - 6 SD', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 6, 'score_text': 'COL 3 - 6 SD', 'winner': 'SD'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 1, 'home_run_delta': 0, 'total_run_delta': 1, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 3, 'winner_quality_edge': 0.9911, 'winner': 'SD', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_COL@SD.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: COL@SD.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 168.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
PASS	pitch_count	simulation	COL	PITCH_COUNT_PITCHER_MATCH	COL pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	COL	PITCH_COUNT_TOTAL_MATCH	COL pitch_count_summary total, row sum, and pitching total all match: 168.
PASS	pitch_count	simulation	SD	PITCH_COUNT_PITCHER_MATCH	SD pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	SD	PITCH_COUNT_TOTAL_MATCH	SD pitch_count_summary total, row sum, and pitching total all match: 159.
PASS	pitching	current	COL	PITCHING_REALISM	current:COL pitcher lines pass basic baseball constraints.
PASS	pitching	current	COL	STARTER_PRESENT	current:COL includes a starter/opener role.
PASS	pitching	current	SD	PITCHING_REALISM	current:SD pitcher lines pass basic baseball constraints.
PASS	pitching	current	SD	STARTER_PRESENT	current:SD includes a starter/opener role.
PASS	pitching	simulation	COL	PITCHING_REALISM	simulation:COL pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	COL	STARTER_PRESENT	simulation:COL includes a starter/opener role.
PASS	pitching	simulation	SD	PITCHING_REALISM	simulation:SD pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	SD	STARTER_PRESENT	simulation:SD includes a starter/opener role.
PASS	pitching_totals	current	COL	PITCHING_TOTALS_SUM	current:COL pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	COL	PITCHING_TOTALS_SUM	current:COL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	SD	PITCHING_TOTALS_SUM	current:SD pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	SD	PITCHING_TOTALS_SUM	current:SD pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	COL	PITCHING_TOTALS_SUM	simulation:COL pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	COL	PITCHING_TOTALS_SUM	simulation:COL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	SD	PITCHING_TOTALS_SUM	simulation:SD pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	SD	PITCHING_TOTALS_SUM	simulation:SD pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: COL 3 - 6 SD.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: COL 3 - 6 SD.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: SD wins 6-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=SD, final=SD.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.570.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 3/10 (0.300).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: SD wins 6-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: SD wins 3-6.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-6.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 9.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: SD wins 6-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	COL	RECENT_FORM_RANGE	COL recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	COL	TEAM_RECENT_RECORD	COL wins and win_pct agree: 4/10 = 0.400.
PASS	team_recent_performance	current	SD	RECENT_FORM_RANGE	SD recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	SD	TEAM_RECENT_RECORD	SD wins and win_pct agree: 4/10 = 0.400.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	COL	BATTING_REALISM	current:COL hitter lines pass basic baseball constraints.
PASS	batting	current	SD	BATTING_REALISM	current:SD hitter lines pass basic baseball constraints.
PASS	batting	simulation	COL	BATTING_REALISM	simulation:COL hitter lines pass basic baseball constraints.
PASS	batting	simulation	SD	BATTING_REALISM	simulation:SD hitter lines pass basic baseball constraints.
PASS	batting_totals	current	COL	BATTING_TOTALS_SUM	current:COL batting totals equal summed player lines.
PASS	batting_totals	current	SD	BATTING_TOTALS_SUM	current:SD batting totals equal summed player lines.
PASS	batting_totals	simulation	COL	BATTING_TOTALS_SUM	simulation:COL batting totals equal summed player lines.
PASS	batting_totals	simulation	SD	BATTING_TOTALS_SUM	simulation:SD batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	COL	BAT_PITCH_BB_MATCH	simulation:COL batting walks match SD pitching: 3.
PASS	boxscore_crosscheck	simulation	COL	BAT_PITCH_HR_MATCH	simulation:COL batting home runs match SD pitching: 2.
PASS	boxscore_crosscheck	simulation	COL	BAT_PITCH_H_MATCH	simulation:COL batting hits match SD pitching: 7.
PASS	boxscore_crosscheck	simulation	COL	BAT_PITCH_SO_MATCH	simulation:COL batting strikeouts match SD pitching: 8.
PASS	boxscore_crosscheck	simulation	COL	PA_BF_MATCH	simulation:COL PA=38 matches SD BF=38.
PASS	boxscore_crosscheck	simulation	COL	RUNS_MATCH_FINAL	simulation:COL runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	SD	BAT_PITCH_BB_MATCH	simulation:SD batting walks match COL pitching: 4.
PASS	boxscore_crosscheck	simulation	SD	BAT_PITCH_HR_MATCH	simulation:SD batting home runs match COL pitching: 2.
PASS	boxscore_crosscheck	simulation	SD	BAT_PITCH_H_MATCH	simulation:SD batting hits match COL pitching: 10.
PASS	boxscore_crosscheck	simulation	SD	BAT_PITCH_SO_MATCH	simulation:SD batting strikeouts match COL pitching: 8.
PASS	boxscore_crosscheck	simulation	SD	PA_BF_MATCH	simulation:SD PA=38 matches COL BF=38.
PASS	boxscore_crosscheck	simulation	SD	RUNS_MATCH_FINAL	simulation:SD runs match final score and opposing pitching runs: 6.
PASS	cross_schema	cross-schema	COL	CURRENT_FINALIZED_MATCH_BOX	COL current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	SD	CURRENT_FINALIZED_MATCH_BOX	SD current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	COL	CURRENT_LINEUP_SHAPE	COL current lineup has 9 expected positions.
PASS	current_payload	current	COL	CURRENT_MODEL_ZERO_FALLBACK	COL current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	COL	CURRENT_NAMES_PRESENT	COL current hitter names are populated.
PASS	current_payload	current	COL	CURRENT_PREDICTIONS_MATCH_FINALIZED	COL hitter predictions mirror finalized stats.
PASS	current_payload	current	SD	CURRENT_LINEUP_SHAPE	SD current lineup has 9 expected positions.
PASS	current_payload	current	SD	CURRENT_MODEL_ZERO_FALLBACK	SD current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	SD	CURRENT_NAMES_PRESENT	SD current hitter names are populated.
PASS	current_payload	current	SD	CURRENT_PREDICTIONS_MATCH_FINALIZED	SD hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.430.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.570.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.570.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.479/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: COL 7, SD 10.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: COL 3 - SD 6.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: SD.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for SD; cap=0.57, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.	{'applied': True, 'confidence_cap': 0.57, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'SD', 'opponent_team': 'COL', 'h2h_net_margin': -2, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-04-23', 'predicted_team_runs': 10, 'opponent_runs': 8, 'margin_for_predicted_team': 2, 'winner': 'SD'}, {'date': '2026-04-23', 'predicted_team_runs': 3, 'opponent_runs': 8, 'margin_for_predicted_team': -5, 'winner': 'COL'}, {'date': '2026-04-22', 'predicted_team_runs': 1, 'opponent_runs': 0, 'margin_for_predicted_team': 1, 'winner': 'SD'}], 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'SD', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'COL', 'final_score_winner': 'SD', 'pre_simulation_winner': 'SD', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 2, 'home_runs': 6, 'score_text': 'COL 2 - 6 SD', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 6, 'score_text': 'COL 3 - 6 SD', 'winner': 'SD'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 1, 'home_run_delta': 0, 'total_run_delta': 1, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 3, 'winner_quality_edge': 0.9911, 'winner': 'SD', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_COL@SD.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: COL@SD.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 168.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
PASS	pitch_count	simulation	COL	PITCH_COUNT_PITCHER_MATCH	COL pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	COL	PITCH_COUNT_TOTAL_MATCH	COL pitch_count_summary total, row sum, and pitching total all match: 168.
PASS	pitch_count	simulation	SD	PITCH_COUNT_PITCHER_MATCH	SD pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	SD	PITCH_COUNT_TOTAL_MATCH	SD pitch_count_summary total, row sum, and pitching total all match: 159.
PASS	pitching	current	COL	PITCHING_REALISM	current:COL pitcher lines pass basic baseball constraints.
PASS	pitching	current	COL	STARTER_PRESENT	current:COL includes a starter/opener role.
PASS	pitching	current	SD	PITCHING_REALISM	current:SD pitcher lines pass basic baseball constraints.
PASS	pitching	current	SD	STARTER_PRESENT	current:SD includes a starter/opener role.
PASS	pitching	simulation	COL	PITCHING_REALISM	simulation:COL pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	COL	STARTER_PRESENT	simulation:COL includes a starter/opener role.
PASS	pitching	simulation	SD	PITCHING_REALISM	simulation:SD pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	SD	STARTER_PRESENT	simulation:SD includes a starter/opener role.
PASS	pitching_totals	current	COL	PITCHING_TOTALS_SUM	current:COL pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	COL	PITCHING_TOTALS_SUM	current:COL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	SD	PITCHING_TOTALS_SUM	current:SD pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	SD	PITCHING_TOTALS_SUM	current:SD pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	COL	PITCHING_TOTALS_SUM	simulation:COL pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	COL	PITCHING_TOTALS_SUM	simulation:COL pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	SD	PITCHING_TOTALS_SUM	simulation:SD pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	SD	PITCHING_TOTALS_SUM	simulation:SD pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: COL 3 - 6 SD.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: COL 3 - 6 SD.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: SD wins 6-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=SD, final=SD.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.570.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 3/10 (0.300).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: SD wins 6-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: SD wins 3-6.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-6.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 9.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: SD wins 6-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	COL	RECENT_FORM_RANGE	COL recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	COL	TEAM_RECENT_RECORD	COL wins and win_pct agree: 4/10 = 0.400.
PASS	team_recent_performance	current	SD	RECENT_FORM_RANGE	SD recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	SD	TEAM_RECENT_RECORD	SD wins and win_pct agree: 4/10 = 0.400.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	COL	CURRENT_PITCHER_DUPLICATION	COL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	SD	CURRENT_PITCHER_DUPLICATION	SD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	COL	CURRENT_FINALIZED_MATCH_BOX	COL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=6, sim=3; R: current=4, sim=3; 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.
INFO	current_vs_final	cross-schema	COL	CURRENT_PLAYER_MATCH_BOX	COL current finalized hitter lines are model predictions and differ from the simulation box score: Hunter Goodman: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Mickey Moniak: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; TJ Rumfield: H current=1 box=0, RBI current=1 box=0; Cole Carrigg: H current=1 box=3, 2B current=0 box=1, HR current=0 box=1, SO current=1 box=0; Jake McCarthy: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Troy Johnston: AB current=3 box=4; Willi Castro: H current=1 box=0, RBI current=1 box=0; Edouard Julien: AB current=3 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	SD	CURRENT_FINALIZED_MATCH_BOX	SD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=10; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=1, sim=4).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	SD	CURRENT_PLAYER_MATCH_BOX	SD current finalized hitter lines are model predictions and differ from the simulation box score: Jake Cronenworth: AB current=4 box=5, 2B current=0 box=1, R current=1 box=0, BB current=1 box=0; Ty France: HR current=0 box=1, R current=0 box=1, SO current=1 box=2; Manny Machado: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Fernando Tatis Jr.: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jackson Merrill: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Luis Rengifo: AB current=3 box=4, SO current=0 box=1; Gavin Sheets: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Xander Bogaerts: R current=0 box=1, BB current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	5.899424076080322	6.259827613830566		Base ML historical model prediction
variance_applied	6	6		Random variance applied (0.9-1.1)
enhanced_prediction	2	5	0.570	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	2	6		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	2	6		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	2	6		Capped at max 12 realistic runs
simulation_result	3	6		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
COL	0	0	0	0	0	3	0	0	0	3	7
SD	0	0	3	2	0	0	1	0	0	6	10

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	COL	batting	33	9	0	0	0	6	4	0	9	0	0	0	0
current	COL	pitching		10			2		6	4	8					8.0	6	0	0
current	SD	batting	32	9	0	0	0	4	4	1	8	0	0	0	0
current	SD	pitching		7			2		3	3	8					9.0	3	0	0
simulation	COL	batting	34	7	1	0	2	3	3	3	8	0	1
simulation	COL	pitching		10			2		6	4	8					8.0	6	38	168
simulation	SD	batting	34	10	2	0	2	6	6	4	8	0	0
simulation	SD	pitching		7			2		3	3	8					9.0	3	38	159

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	HR	R	RBI	BB	SO	HBP	AVG
current	COL		C	Hunter Goodman	0	4	1	0	0	1	1	0	1	0	0.250
current	COL		LF	Mickey Moniak	0	4	1	0	0	1	1	0	1	0	0.250
current	COL		1B	TJ Rumfield	0	4	1	0	0	0	1	0	1	0	0.250
current	COL		CF	Cole Carrigg	0	4	1	0	0	1	1	0	1	0	0.250
current	COL		RF	Jake McCarthy	0	4	1	0	0	1	1	0	1	0	0.250
current	COL		DH	Troy Johnston	0	3	1	0	0	0	0	0	1	0	0.333
current	COL		3B	Willi Castro	0	4	1	0	0	0	1	0	1	0	0.250
current	COL		2B	Edouard Julien	0	3	1	0	0	0	0	0	1	0	0.333
current	COL		SS	Ezequiel Tovar	0	3	1	0	0	0	0	0	1	0	0.333
current	SD		2B	Jake Cronenworth	0	4	1	0	0	1	0	1	1	0	0.250
current	SD		1B	Ty France	0	4	1	0	0	0	1	0	1	0	0.250
current	SD		3B	Manny Machado	0	4	1	0	0	1	1	0	1	0	0.250
current	SD		RF	Fernando Tatis Jr.	0	4	1	0	0	1	1	0	1	0	0.250
current	SD		CF	Jackson Merrill	0	4	1	0	0	1	1	0	1	0	0.250
current	SD		LF	Luis Rengifo	0	3	1	0	0	0	0	0	0	0	0.333
current	SD		DH	Gavin Sheets	0	3	1	0	0	0	0	0	1	0	0.333
current	SD		SS	Xander Bogaerts	0	3	1	0	0	0	0	0	1	0	0.333
current	SD		C	Luis Campusano	0	3	1	0	0	0	0	0	1	0	0.333
simulation	COL	1	RF	Jake McCarthy	5	4	0	0	0	0	0	1	0	0	0.000
simulation	COL	2	LF	Mickey Moniak	5	4	0	0	0	0	0	1	3	0	0.000
simulation	COL	3	C	Hunter Goodman	4	4	2	0	1	1	2	0	2	0	0.500
simulation	COL	4	1B	TJ Rumfield	4	4	0	0	0	0	0	0	1	0	0.000
simulation	COL	5	CF	Cole Carrigg	4	4	3	1	1	1	1	0	0	0	0.750
simulation	COL	6	DH	Troy Johnston	4	4	1	0	0	0	0	0	1	0	0.250
simulation	COL	7	3B	Willi Castro	4	4	0	0	0	0	0	0	1	0	0.000
simulation	COL	8	2B	Edouard Julien	4	2	1	0	0	1	0	1	0	1	0.500
simulation	COL	9	SS	Ezequiel Tovar	4	4	0	0	0	0	0	0	0	0	0.000
simulation	SD	1	RF	Fernando Tatis Jr.	5	5	0	0	0	0	0	0	0	0	0.000
simulation	SD	2	2B	Jake Cronenworth	5	5	1	1	0	0	0	0	2	0	0.200
simulation	SD	3	3B	Manny Machado	4	3	1	0	0	1	0	1	0	0	0.333
simulation	SD	4	1B	Ty France	4	4	1	0	1	1	1	0	2	0	0.250
simulation	SD	5	CF	Jackson Merrill	4	3	2	1	1	1	3	1	0	0	0.667
simulation	SD	6	LF	Luis Rengifo	4	4	1	0	0	0	0	0	1	0	0.250
simulation	SD	7	DH	Gavin Sheets	4	4	2	0	0	1	1	0	1	0	0.500
simulation	SD	8	SS	Xander Bogaerts	4	3	1	0	0	1	0	1	1	0	0.333
simulation	SD	9	C	Luis Campusano	4	3	1	0	0	1	1	1	1	0	0.333

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	COL	1	Michael Lorenzen	Starter	4.2	9	5	5	3	4	1	0	0	9.64	6.53	1.79
current	COL	2	Antonio Senzatela	Middle Reliever	1.1	0	0	0	0	0	0	0	0	0.00	3.53	1.24
current	COL	3	Jordan Romano	Middle Reliever	1.0	1	1	1	0	2	1	0	0	9.00	4.30	1.50
current	COL	4	Brennan Bernardino	Middle Reliever	0.2	0	0	0	1	1	0	0	0	0.00	2.74	1.20
current	COL	5	Juan Mejia	Middle Reliever	0.1	0	0	0	0	1	0	0	0	0.00	5.48	1.57
current	SD	1	Michael King	Starter	5.2	6	3	3	2	5	2	0	0	4.76	3.24	1.17
current	SD	2	Adrian Morejon	Middle Reliever	1.1	0	0	0	0	1	0	0	0	0.00	3.20	1.08
current	SD	3	Bradgley Rodriguez	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	2.01	1.12
current	SD	4	Mason Miller	Middle Reliever	1.0	1	0	0	1	1	0	0	0	0.00	0.82	0.82
simulation	COL	1	Michael Lorenzen	Starter	4.2	9	5	5	3	4	1	26	98	9.64	6.53	1.79
simulation	COL	2	Antonio Senzatela	Middle Reliever	1.1	0	0	0	0	0	0	4	18	0.00	3.53	1.24
simulation	COL	3	Juan Mejia	Middle Reliever	0.1	0	0	0	0	1	0	1	17	0.00	5.48	1.57
simulation	COL	4	Jordan Romano	Middle Reliever	1.0	1	1	1	0	2	1	4	21	9.00	4.30	1.50
simulation	COL	5	Brennan Bernardino	Middle Reliever	0.2	0	0	0	1	1	0	3	14	0.00	2.74	1.20
simulation	SD	1	Michael King	Starter	5.2	6	3	3	2	5	2	25	103	4.76	3.24	1.17
simulation	SD	2	Mason Miller	Middle Reliever	1.0	1	0	0	1	1	0	5	20	0.00	0.82	0.82
simulation	SD	3	Adrian Morejon	Middle Reliever	1.1	0	0	0	0	1	0	4	20	0.00	3.20	1.08
simulation	SD	4	Bradgley Rodriguez	Middle Reliever	1.0	0	0	0	0	1	0	4	16	0.00	2.01	1.12

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
COL	Michael Lorenzen	Starter	4.2	5	9	3	4	26	98
COL	Antonio Senzatela	Middle Reliever	1.1	0	0	0	0	4	18
COL	Jordan Romano	Middle Reliever	1.0	1	1	0	2	4	21
COL	Brennan Bernardino	Middle Reliever	0.2	0	0	1	1	3	14
COL	Juan Mejia	Middle Reliever	0.1	0	0	0	1	1	17
SD	Michael King	Starter	5.2	3	6	2	5	25	103
SD	Adrian Morejon	Middle Reliever	1.1	0	0	0	1	4	20
SD	Bradgley Rodriguez	Middle Reliever	1.0	0	0	0	1	4	16
SD	Mason Miller	Middle Reliever	1.0	0	1	1	1	5	20

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	good	0	1	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_HOU@LAA

20260728_HOU@LAA.json • 2026-07-28

HOU 3 - LAA 4

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	HOU	CURRENT_PITCHER_DUPLICATION	HOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	LAA	CURRENT_PITCHER_DUPLICATION	LAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	HOU	CURRENT_FINALIZED_MATCH_BOX	HOU model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; 2B: current=0, sim=4; HR: current=0, sim=1; RBI: current=4, sim=3; 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.
INFO	current_vs_final	cross-schema	HOU	CURRENT_PLAYER_MATCH_BOX	HOU current finalized hitter lines are model predictions and differ from the simulation box score: Isaac Paredes: RBI current=1 box=0, SO current=1 box=0; Christian Walker: H current=1 box=2, 2B current=0 box=2, RBI current=1 box=0, R current=0 box=1; Yordan Alvarez: HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0, SO current=1 box=0; Jeremy Peña: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Jose Altuve: 2B current=0 box=1, R current=1 box=0, SO current=1 box=2; Zach Dezenzo: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Taylor Trammell: AB current=3 box=4; Christian Vázquez: AB current=3 box=4, 2B current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	LAA	CURRENT_FINALIZED_MATCH_BOX	LAA model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=9, sim=7; 2B: current=0, sim=1; RBI: current=3, sim=4; R: current=2, sim=4; BB: current=2, sim=3; SO: current=10, sim=3).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	LAA	CURRENT_PLAYER_MATCH_BOX	LAA current finalized hitter lines are model predictions and differ from the simulation box score: Jorge Soler: RBI current=1 box=0, SO current=1 box=0; Nolan Schanuel: H current=1 box=0, SO current=1 box=0; Mike Trout: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Zach Neto: AB current=5 box=3, SO current=2 box=0; Vaughn Grissom: RBI current=1 box=0, SO current=1 box=0; Wade Meckler: AB current=3 box=2, R current=0 box=1, BB current=0 box=2, SO current=1 box=0; Oswald Peraza: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Jo Adell: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=3, R current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	HOU	BATTING_REALISM	current:HOU hitter lines pass basic baseball constraints.
PASS	batting	current	LAA	BATTING_REALISM	current:LAA hitter lines pass basic baseball constraints.
PASS	batting	simulation	HOU	BATTING_REALISM	simulation:HOU hitter lines pass basic baseball constraints.
PASS	batting	simulation	LAA	BATTING_REALISM	simulation:LAA hitter lines pass basic baseball constraints.
PASS	batting_totals	current	HOU	BATTING_TOTALS_SUM	current:HOU batting totals equal summed player lines.
PASS	batting_totals	current	LAA	BATTING_TOTALS_SUM	current:LAA batting totals equal summed player lines.
PASS	batting_totals	simulation	HOU	BATTING_TOTALS_SUM	simulation:HOU batting totals equal summed player lines.
PASS	batting_totals	simulation	LAA	BATTING_TOTALS_SUM	simulation:LAA batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	HOU	BAT_PITCH_BB_MATCH	simulation:HOU batting walks match LAA pitching: 1.
PASS	boxscore_crosscheck	simulation	HOU	BAT_PITCH_HR_MATCH	simulation:HOU batting home runs match LAA pitching: 1.
PASS	boxscore_crosscheck	simulation	HOU	BAT_PITCH_H_MATCH	simulation:HOU batting hits match LAA pitching: 9.
PASS	boxscore_crosscheck	simulation	HOU	BAT_PITCH_SO_MATCH	simulation:HOU batting strikeouts match LAA pitching: 5.
PASS	boxscore_crosscheck	simulation	HOU	PA_BF_MATCH	simulation:HOU PA=37 matches LAA BF=37.
PASS	boxscore_crosscheck	simulation	HOU	RUNS_MATCH_FINAL	simulation:HOU runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	LAA	BAT_PITCH_BB_MATCH	simulation:LAA batting walks match HOU pitching: 3.
PASS	boxscore_crosscheck	simulation	LAA	BAT_PITCH_HR_MATCH	simulation:LAA batting home runs match HOU pitching: 0.
PASS	boxscore_crosscheck	simulation	LAA	BAT_PITCH_H_MATCH	simulation:LAA batting hits match HOU pitching: 7.
PASS	boxscore_crosscheck	simulation	LAA	BAT_PITCH_SO_MATCH	simulation:LAA batting strikeouts match HOU pitching: 3.
PASS	boxscore_crosscheck	simulation	LAA	PA_BF_MATCH	simulation:LAA PA=36 matches HOU BF=36.
PASS	boxscore_crosscheck	simulation	LAA	RUNS_MATCH_FINAL	simulation:LAA runs match final score and opposing pitching runs: 4.
PASS	cross_schema	cross-schema	HOU	CURRENT_FINALIZED_MATCH_BOX	HOU current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	LAA	CURRENT_FINALIZED_MATCH_BOX	LAA current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	HOU	CURRENT_LINEUP_SHAPE	HOU current lineup has 9 expected positions.
PASS	current_payload	current	HOU	CURRENT_MODEL_ZERO_FALLBACK	HOU current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	HOU	CURRENT_NAMES_PRESENT	HOU current hitter names are populated.
PASS	current_payload	current	HOU	CURRENT_PREDICTIONS_MATCH_FINALIZED	HOU hitter predictions mirror finalized stats.
PASS	current_payload	current	LAA	CURRENT_LINEUP_SHAPE	LAA current lineup has 9 expected positions.
PASS	current_payload	current	LAA	CURRENT_MODEL_ZERO_FALLBACK	LAA current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	LAA	CURRENT_NAMES_PRESENT	LAA current hitter names are populated.
PASS	current_payload	current	LAA	CURRENT_PREDICTIONS_MATCH_FINALIZED	LAA hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.490.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.510.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.510.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.633/0.847.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: HOU 9, LAA 7.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: HOU 3 - LAA 4.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: LAA.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for LAA; 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': True, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'HOU', 'opponent_team': 'LAA', 'h2h_net_margin': -9, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-11', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'LAA'}, {'date': '2026-06-10', 'predicted_team_runs': 1, 'opponent_runs': 10, 'margin_for_predicted_team': -9, 'winner': 'LAA'}, {'date': '2026-06-09', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'HOU'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'LAA', 'confidence': 0.6, 'actual_winner': None, 'actual_margin': 0, 'path': '20260727_HOU@LAA.json'}]}, 'guardrail_predicted_team': 'HOU', 'guardrail_opponent_team': 'LAA', 'output_pre_simulation_winner': 'LAA', 'output_opponent_team': 'HOU', 'final_score_winner': 'LAA', 'pre_simulation_winner': 'LAA', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'HOU 2 - 3 LAA', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'HOU 3 - 4 LAA', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 1, 'home_run_delta': 1, 'total_run_delta': 2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.3086, 'winner': 'LAA', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_HOU@LAA.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: HOU@LAA.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 140.
PASS	pitch_count	simulation	HOU	PITCH_COUNT_PITCHER_MATCH	HOU pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	HOU	PITCH_COUNT_TOTAL_MATCH	HOU pitch_count_summary total, row sum, and pitching total all match: 148.
PASS	pitch_count	simulation	LAA	PITCH_COUNT_PITCHER_MATCH	LAA pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	LAA	PITCH_COUNT_TOTAL_MATCH	LAA pitch_count_summary total, row sum, and pitching total all match: 140.
PASS	pitching	current	HOU	PITCHING_REALISM	current:HOU pitcher lines pass basic baseball constraints.
PASS	pitching	current	HOU	STARTER_PRESENT	current:HOU includes a starter/opener role.
PASS	pitching	current	LAA	PITCHING_REALISM	current:LAA pitcher lines pass basic baseball constraints.
PASS	pitching	current	LAA	STARTER_PRESENT	current:LAA includes a starter/opener role.
PASS	pitching	simulation	HOU	PITCHING_REALISM	simulation:HOU pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	HOU	STARTER_PRESENT	simulation:HOU includes a starter/opener role.
PASS	pitching	simulation	LAA	PITCHING_REALISM	simulation:LAA pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	LAA	STARTER_PRESENT	simulation:LAA includes a starter/opener role.
PASS	pitching_totals	current	HOU	PITCHING_TOTALS_SUM	current:HOU pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	HOU	PITCHING_TOTALS_SUM	current:HOU pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	LAA	PITCHING_TOTALS_SUM	current:LAA pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	LAA	PITCHING_TOTALS_SUM	current:LAA pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	HOU	PITCHING_TOTALS_SUM	simulation:HOU pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	HOU	PITCHING_TOTALS_SUM	simulation:HOU pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	LAA	PITCHING_TOTALS_SUM	simulation:LAA pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	LAA	PITCHING_TOTALS_SUM	simulation:LAA pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: HOU 3 - 4 LAA.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: HOU 3 - 4 LAA.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: LAA wins 4-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=LAA, final=LAA.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.510.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 5/10 (0.500).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 4/10 (0.400).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: LAA wins 4-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: LAA wins 3-4.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-4.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 7.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: LAA wins 4-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	HOU	RECENT_FORM_RANGE	HOU recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	HOU	TEAM_RECENT_RECORD	HOU wins and win_pct agree: 6/10 = 0.600.
PASS	team_recent_performance	current	LAA	RECENT_FORM_RANGE	LAA recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	LAA	TEAM_RECENT_RECORD	LAA wins and win_pct agree: 5/10 = 0.500.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	HOU	BATTING_REALISM	current:HOU hitter lines pass basic baseball constraints.
PASS	batting	current	LAA	BATTING_REALISM	current:LAA hitter lines pass basic baseball constraints.
PASS	batting	simulation	HOU	BATTING_REALISM	simulation:HOU hitter lines pass basic baseball constraints.
PASS	batting	simulation	LAA	BATTING_REALISM	simulation:LAA hitter lines pass basic baseball constraints.
PASS	batting_totals	current	HOU	BATTING_TOTALS_SUM	current:HOU batting totals equal summed player lines.
PASS	batting_totals	current	LAA	BATTING_TOTALS_SUM	current:LAA batting totals equal summed player lines.
PASS	batting_totals	simulation	HOU	BATTING_TOTALS_SUM	simulation:HOU batting totals equal summed player lines.
PASS	batting_totals	simulation	LAA	BATTING_TOTALS_SUM	simulation:LAA batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	HOU	BAT_PITCH_BB_MATCH	simulation:HOU batting walks match LAA pitching: 1.
PASS	boxscore_crosscheck	simulation	HOU	BAT_PITCH_HR_MATCH	simulation:HOU batting home runs match LAA pitching: 1.
PASS	boxscore_crosscheck	simulation	HOU	BAT_PITCH_H_MATCH	simulation:HOU batting hits match LAA pitching: 9.
PASS	boxscore_crosscheck	simulation	HOU	BAT_PITCH_SO_MATCH	simulation:HOU batting strikeouts match LAA pitching: 5.
PASS	boxscore_crosscheck	simulation	HOU	PA_BF_MATCH	simulation:HOU PA=37 matches LAA BF=37.
PASS	boxscore_crosscheck	simulation	HOU	RUNS_MATCH_FINAL	simulation:HOU runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	LAA	BAT_PITCH_BB_MATCH	simulation:LAA batting walks match HOU pitching: 3.
PASS	boxscore_crosscheck	simulation	LAA	BAT_PITCH_HR_MATCH	simulation:LAA batting home runs match HOU pitching: 0.
PASS	boxscore_crosscheck	simulation	LAA	BAT_PITCH_H_MATCH	simulation:LAA batting hits match HOU pitching: 7.
PASS	boxscore_crosscheck	simulation	LAA	BAT_PITCH_SO_MATCH	simulation:LAA batting strikeouts match HOU pitching: 3.
PASS	boxscore_crosscheck	simulation	LAA	PA_BF_MATCH	simulation:LAA PA=36 matches HOU BF=36.
PASS	boxscore_crosscheck	simulation	LAA	RUNS_MATCH_FINAL	simulation:LAA runs match final score and opposing pitching runs: 4.
PASS	cross_schema	cross-schema	HOU	CURRENT_FINALIZED_MATCH_BOX	HOU current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	LAA	CURRENT_FINALIZED_MATCH_BOX	LAA current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	HOU	CURRENT_LINEUP_SHAPE	HOU current lineup has 9 expected positions.
PASS	current_payload	current	HOU	CURRENT_MODEL_ZERO_FALLBACK	HOU current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	HOU	CURRENT_NAMES_PRESENT	HOU current hitter names are populated.
PASS	current_payload	current	HOU	CURRENT_PREDICTIONS_MATCH_FINALIZED	HOU hitter predictions mirror finalized stats.
PASS	current_payload	current	LAA	CURRENT_LINEUP_SHAPE	LAA current lineup has 9 expected positions.
PASS	current_payload	current	LAA	CURRENT_MODEL_ZERO_FALLBACK	LAA current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	LAA	CURRENT_NAMES_PRESENT	LAA current hitter names are populated.
PASS	current_payload	current	LAA	CURRENT_PREDICTIONS_MATCH_FINALIZED	LAA hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.490.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.510.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.510.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.633/0.847.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: HOU 9, LAA 7.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: HOU 3 - LAA 4.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: LAA.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for LAA; 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': True, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'HOU', 'opponent_team': 'LAA', 'h2h_net_margin': -9, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-11', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'LAA'}, {'date': '2026-06-10', 'predicted_team_runs': 1, 'opponent_runs': 10, 'margin_for_predicted_team': -9, 'winner': 'LAA'}, {'date': '2026-06-09', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'HOU'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'LAA', 'confidence': 0.6, 'actual_winner': None, 'actual_margin': 0, 'path': '20260727_HOU@LAA.json'}]}, 'guardrail_predicted_team': 'HOU', 'guardrail_opponent_team': 'LAA', 'output_pre_simulation_winner': 'LAA', 'output_opponent_team': 'HOU', 'final_score_winner': 'LAA', 'pre_simulation_winner': 'LAA', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'HOU 2 - 3 LAA', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'HOU 3 - 4 LAA', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 1, 'home_run_delta': 1, 'total_run_delta': 2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.3086, 'winner': 'LAA', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_HOU@LAA.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: HOU@LAA.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 140.
PASS	pitch_count	simulation	HOU	PITCH_COUNT_PITCHER_MATCH	HOU pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	HOU	PITCH_COUNT_TOTAL_MATCH	HOU pitch_count_summary total, row sum, and pitching total all match: 148.
PASS	pitch_count	simulation	LAA	PITCH_COUNT_PITCHER_MATCH	LAA pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	LAA	PITCH_COUNT_TOTAL_MATCH	LAA pitch_count_summary total, row sum, and pitching total all match: 140.
PASS	pitching	current	HOU	PITCHING_REALISM	current:HOU pitcher lines pass basic baseball constraints.
PASS	pitching	current	HOU	STARTER_PRESENT	current:HOU includes a starter/opener role.
PASS	pitching	current	LAA	PITCHING_REALISM	current:LAA pitcher lines pass basic baseball constraints.
PASS	pitching	current	LAA	STARTER_PRESENT	current:LAA includes a starter/opener role.
PASS	pitching	simulation	HOU	PITCHING_REALISM	simulation:HOU pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	HOU	STARTER_PRESENT	simulation:HOU includes a starter/opener role.
PASS	pitching	simulation	LAA	PITCHING_REALISM	simulation:LAA pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	LAA	STARTER_PRESENT	simulation:LAA includes a starter/opener role.
PASS	pitching_totals	current	HOU	PITCHING_TOTALS_SUM	current:HOU pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	HOU	PITCHING_TOTALS_SUM	current:HOU pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	LAA	PITCHING_TOTALS_SUM	current:LAA pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	LAA	PITCHING_TOTALS_SUM	current:LAA pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	HOU	PITCHING_TOTALS_SUM	simulation:HOU pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	HOU	PITCHING_TOTALS_SUM	simulation:HOU pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	LAA	PITCHING_TOTALS_SUM	simulation:LAA pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	LAA	PITCHING_TOTALS_SUM	simulation:LAA pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: HOU 3 - 4 LAA.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: HOU 3 - 4 LAA.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: LAA wins 4-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=LAA, final=LAA.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.510.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 5/10 (0.500).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 4/10 (0.400).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: LAA wins 4-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: LAA wins 3-4.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-4.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 7.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: LAA wins 4-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	HOU	RECENT_FORM_RANGE	HOU recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	HOU	TEAM_RECENT_RECORD	HOU wins and win_pct agree: 6/10 = 0.600.
PASS	team_recent_performance	current	LAA	RECENT_FORM_RANGE	LAA recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	LAA	TEAM_RECENT_RECORD	LAA wins and win_pct agree: 5/10 = 0.500.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	HOU	CURRENT_PITCHER_DUPLICATION	HOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	LAA	CURRENT_PITCHER_DUPLICATION	LAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	HOU	CURRENT_FINALIZED_MATCH_BOX	HOU model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; 2B: current=0, sim=4; HR: current=0, sim=1; RBI: current=4, sim=3; 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.
INFO	current_vs_final	cross-schema	HOU	CURRENT_PLAYER_MATCH_BOX	HOU current finalized hitter lines are model predictions and differ from the simulation box score: Isaac Paredes: RBI current=1 box=0, SO current=1 box=0; Christian Walker: H current=1 box=2, 2B current=0 box=2, RBI current=1 box=0, R current=0 box=1; Yordan Alvarez: HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0, SO current=1 box=0; Jeremy Peña: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Jose Altuve: 2B current=0 box=1, R current=1 box=0, SO current=1 box=2; Zach Dezenzo: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Taylor Trammell: AB current=3 box=4; Christian Vázquez: AB current=3 box=4, 2B current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	LAA	CURRENT_FINALIZED_MATCH_BOX	LAA model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=9, sim=7; 2B: current=0, sim=1; RBI: current=3, sim=4; R: current=2, sim=4; BB: current=2, sim=3; SO: current=10, sim=3).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	LAA	CURRENT_PLAYER_MATCH_BOX	LAA current finalized hitter lines are model predictions and differ from the simulation box score: Jorge Soler: RBI current=1 box=0, SO current=1 box=0; Nolan Schanuel: H current=1 box=0, SO current=1 box=0; Mike Trout: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Zach Neto: AB current=5 box=3, SO current=2 box=0; Vaughn Grissom: RBI current=1 box=0, SO current=1 box=0; Wade Meckler: AB current=3 box=2, R current=0 box=1, BB current=0 box=2, SO current=1 box=0; Oswald Peraza: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Jo Adell: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=3, R current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	4.978860378265381	3.5113537311553955		Base ML historical model prediction
variance_applied	5	3		Random variance applied (0.9-1.1)
enhanced_prediction	2	3	0.510	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	2	3		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	2	3		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	2	3		Capped at max 12 realistic runs
simulation_result	3	4		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
HOU	0	0	0	0	0	0	0	2	1	3	9
LAA	0	1	0	0	0	0	0	0	3	4	7

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	HOU	batting	33	9	0	0	0	4	3	1	9	0	0	0	0
current	HOU	pitching		7			0		4	3	3					8.0	4	0	0
current	LAA	batting	34	9	0	0	0	3	2	2	10	0	0	0	0
current	LAA	pitching		9			1		3	1	5					9.0	3	0	0
simulation	HOU	batting	35	9	4	0	1	3	3	1	5	1	0
simulation	HOU	pitching		7			0		4	3	3					8.0	4	36	148
simulation	LAA	batting	33	7	1	0	0	4	4	3	3	0	0
simulation	LAA	pitching		9			1		3	1	5					9.0	3	37	140

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	HR	R	RBI	BB	SO	AVG
current	HOU		3B	Isaac Paredes	0	4	1	0	0	0	1	0	1	0.250
current	HOU		1B	Christian Walker	0	4	1	0	0	0	1	0	1	0.250
current	HOU		DH	Yordan Alvarez	0	4	1	0	0	1	1	1	1	0.250
current	HOU		SS	Jeremy Peña	0	4	1	0	0	1	1	0	1	0.250
current	HOU		2B	Jose Altuve	0	4	1	0	0	1	0	0	1	0.250
current	HOU		RF	Cam Smith	0	4	1	0	0	0	0	0	1	0.250
current	HOU		LF	Zach Dezenzo	0	3	1	0	0	0	0	0	1	0.333
current	HOU		CF	Taylor Trammell	0	3	1	0	0	0	0	0	1	0.333
current	HOU		C	Christian Vázquez	0	3	1	0	0	0	0	0	1	0.333
current	LAA		DH	Jorge Soler	0	4	1	0	0	0	1	0	1	0.250
current	LAA		1B	Nolan Schanuel	0	4	1	0	0	0	0	0	1	0.250
current	LAA		CF	Mike Trout	0	4	1	0	0	1	0	1	1	0.250
current	LAA		SS	Zach Neto	0	5	1	0	0	1	0	1	2	0.200
current	LAA		3B	Vaughn Grissom	0	4	1	0	0	0	1	0	1	0.250
current	LAA		LF	Wade Meckler	0	3	1	0	0	0	0	0	1	0.333
current	LAA		2B	Oswald Peraza	0	3	1	0	0	0	0	0	1	0.333
current	LAA		RF	Jo Adell	0	4	1	0	0	0	1	0	1	0.250
current	LAA		C	Logan O'Hoppe	0	3	1	0	0	0	0	0	1	0.333
simulation	HOU	1	SS	Jeremy Peña	5	5	1	0	0	0	0	0	0	0.200
simulation	HOU	2	DH	Yordan Alvarez	4	4	1	0	1	1	2	0	0	0.250
simulation	HOU	3	3B	Isaac Paredes	4	4	1	0	0	0	0	0	0	0.250
simulation	HOU	4	1B	Christian Walker	4	4	2	2	0	1	0	0	0	0.500
simulation	HOU	5	2B	Jose Altuve	4	4	1	1	0	0	0	0	2	0.250
simulation	HOU	6	RF	Cam Smith	4	4	1	0	0	0	0	0	1	0.250
simulation	HOU	7	CF	Taylor Trammell	4	4	1	0	0	0	0	0	1	0.250
simulation	HOU	8	LF	Zach Dezenzo	4	2	0	0	0	1	1	1	0	0.000
simulation	HOU	9	C	Christian Vázquez	4	4	1	1	0	0	0	0	1	0.250
simulation	LAA	1	SS	Zach Neto	4	3	1	0	0	1	0	1	0	0.333
simulation	LAA	2	CF	Mike Trout	4	4	0	0	0	0	0	0	1	0.000
simulation	LAA	3	1B	Nolan Schanuel	4	4	0	0	0	0	0	0	0	0.000
simulation	LAA	4	DH	Jorge Soler	4	4	1	0	0	0	0	0	0	0.250
simulation	LAA	5	3B	Vaughn Grissom	4	4	1	0	0	0	0	0	0	0.250
simulation	LAA	6	LF	Wade Meckler	4	2	1	0	0	1	0	2	0	0.500
simulation	LAA	7	RF	Jo Adell	4	4	2	1	0	1	3	0	0	0.500
simulation	LAA	8	2B	Oswald Peraza	4	4	0	0	0	0	0	0	2	0.000
simulation	LAA	9	C	Logan O'Hoppe	4	4	1	0	0	1	1	0	0	0.250

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	HOU	1	Peter Lambert	Starter	5.2	3	1	1	2	3	0	0	0	1.59	3.03	1.12
current	HOU	2	Josh Hader	Middle Reliever	1.1	0	0	0	1	0	0	0	0	0.00	0.86	0.81
current	HOU	3	Steven Okert	Middle Reliever	1.0	0	0	0	0	0	0	0	0	0.00	2.09	0.83
current	HOU	6	Bryan Abreu	Middle Reliever	0.0	4	3	3	0	0	0	0	0		5.05	1.54
current	LAA	1	Reid Detmers	Starter	5.1	4	0	0	1	5	0	0	0	0.00	4.05	1.10
current	LAA	2	Kirby Yates	Middle Reliever	1.0	2	2	2	0	0	1	0	0	18.00	3.28	1.05
current	LAA	3	Ryan Zeferjahn	Middle Reliever	1.1	0	0	0	0	0	0	0	0	0.00	3.78	1.20
current	LAA	4	Sam Bachman	Middle Reliever	1.1	3	1	1	0	0	0	0	0	6.75	4.26	1.31
simulation	HOU	1	Peter Lambert	Starter	5.2	3	1	1	2	3	0	24	95	1.59	3.03	1.12
simulation	HOU	2	Josh Hader	Middle Reliever	1.1	0	0	0	1	0	0	5	18	0.00	0.86	0.81
simulation	HOU	3	Steven Okert	Middle Reliever	1.0	0	0	0	0	0	0	3	17	0.00	2.09	0.83
simulation	HOU	4	Bryan Abreu	Middle Reliever	0.0	4	3	3	0	0	0	4	18		5.05	1.54
simulation	LAA	1	Reid Detmers	Starter	5.1	4	0	0	1	5	0	21	91	0.00	4.05	1.10
simulation	LAA	2	Ryan Zeferjahn	Middle Reliever	1.1	0	0	0	0	0	0	4	19	0.00	3.78	1.20
simulation	LAA	3	Kirby Yates	Middle Reliever	1.0	2	2	2	0	0	1	5	19	18.00	3.28	1.05
simulation	LAA	4	Sam Bachman	Middle Reliever	1.1	3	1	1	0	0	0	7	11	6.75	4.26	1.31

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
HOU	Peter Lambert	Starter	5.2	1	3	2	3	24	95
HOU	Josh Hader	Middle Reliever	1.1	0	0	1	0	5	18
HOU	Steven Okert	Middle Reliever	1.0	0	0	0	0	3	17
HOU	Bryan Abreu	Middle Reliever	0.0	3	4	0	0	4	18
LAA	Reid Detmers	Starter	5.1	0	4	1	5	21	91
LAA	Kirby Yates	Middle Reliever	1.0	2	2	0	0	5	19
LAA	Ryan Zeferjahn	Middle Reliever	1.1	0	0	0	0	4	19
LAA	Sam Bachman	Middle Reliever	1.1	1	3	0	0	7	11

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	not triggered	0	0	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_KC@MIN

20260728_KC@MIN.json • 2026-07-28

KC 4 - MIN 6

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	KC	CURRENT_PITCHER_DUPLICATION	KC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	MIN	CURRENT_PITCHER_DUPLICATION	MIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	KC	CURRENT_FINALIZED_MATCH_BOX	KC model-prediction batting totals differ from final simulation box score (AB: current=31, sim=35; H: current=9, sim=8; 2B: current=0, sim=3; 3B: current=0, sim=1; RBI: current=1, sim=4; R: current=0, sim=4; BB: current=0, sim=1; SO: current=9, sim=7).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	KC	CURRENT_PLAYER_MATCH_BOX	KC current finalized hitter lines are model predictions and differ from the simulation box score: Lane Thomas: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Jac Caglianone: AB current=4 box=3, H current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Carter Jensen: AB current=4 box=5, H current=1 box=0, SO current=1 box=2; Salvador Perez: RBI current=1 box=0, SO current=1 box=0; Vinnie Pasquantino: 3B current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Nick Loftin: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Isaac Collins: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Michael Massey: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	MIN	CURRENT_FINALIZED_MATCH_BOX	MIN model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; 2B: current=0, sim=2; HR: current=0, sim=3; RBI: current=3, sim=6; R: current=5, sim=6; BB: current=2, sim=4; SO: current=9, sim=11).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	MIN	CURRENT_PLAYER_MATCH_BOX	MIN current finalized hitter lines are model predictions and differ from the simulation box score: Ryan Jeffers: 2B current=0 box=1, BB current=1 box=0; Trevor Larnach: AB current=3 box=4, H current=1 box=2, BB current=0 box=1, SO current=1 box=0; Kody Clemens: AB current=4 box=3, H current=1 box=2, HR current=0 box=2, RBI current=0 box=3; Byron Buxton: AB current=5 box=4, SO current=1 box=3; Victor Caratini: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Josh Bell: 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1, SO current=1 box=2; Luke Keaschall: R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Brooks Lee: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	KC	BATTING_REALISM	current:KC hitter lines pass basic baseball constraints.
PASS	batting	current	MIN	BATTING_REALISM	current:MIN hitter lines pass basic baseball constraints.
PASS	batting	simulation	KC	BATTING_REALISM	simulation:KC hitter lines pass basic baseball constraints.
PASS	batting	simulation	MIN	BATTING_REALISM	simulation:MIN hitter lines pass basic baseball constraints.
PASS	batting_totals	current	KC	BATTING_TOTALS_SUM	current:KC batting totals equal summed player lines.
PASS	batting_totals	current	MIN	BATTING_TOTALS_SUM	current:MIN batting totals equal summed player lines.
PASS	batting_totals	simulation	KC	BATTING_TOTALS_SUM	simulation:KC batting totals equal summed player lines.
PASS	batting_totals	simulation	MIN	BATTING_TOTALS_SUM	simulation:MIN batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	KC	BAT_PITCH_BB_MATCH	simulation:KC batting walks match MIN pitching: 1.
PASS	boxscore_crosscheck	simulation	KC	BAT_PITCH_HR_MATCH	simulation:KC batting home runs match MIN pitching: 0.
PASS	boxscore_crosscheck	simulation	KC	BAT_PITCH_H_MATCH	simulation:KC batting hits match MIN pitching: 8.
PASS	boxscore_crosscheck	simulation	KC	BAT_PITCH_SO_MATCH	simulation:KC batting strikeouts match MIN pitching: 7.
PASS	boxscore_crosscheck	simulation	KC	PA_BF_MATCH	simulation:KC PA=37 matches MIN BF=37.
PASS	boxscore_crosscheck	simulation	KC	RUNS_MATCH_FINAL	simulation:KC runs match final score and opposing pitching runs: 4.
PASS	boxscore_crosscheck	simulation	MIN	BAT_PITCH_BB_MATCH	simulation:MIN batting walks match KC pitching: 4.
PASS	boxscore_crosscheck	simulation	MIN	BAT_PITCH_HR_MATCH	simulation:MIN batting home runs match KC pitching: 3.
PASS	boxscore_crosscheck	simulation	MIN	BAT_PITCH_H_MATCH	simulation:MIN batting hits match KC pitching: 9.
PASS	boxscore_crosscheck	simulation	MIN	BAT_PITCH_SO_MATCH	simulation:MIN batting strikeouts match KC pitching: 11.
PASS	boxscore_crosscheck	simulation	MIN	PA_BF_MATCH	simulation:MIN PA=37 matches KC BF=37.
PASS	boxscore_crosscheck	simulation	MIN	RUNS_MATCH_FINAL	simulation:MIN runs match final score and opposing pitching runs: 6.
PASS	cross_schema	cross-schema	KC	CURRENT_FINALIZED_MATCH_BOX	KC current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	MIN	CURRENT_FINALIZED_MATCH_BOX	MIN current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	KC	CURRENT_LINEUP_SHAPE	KC current lineup has 9 expected positions.
PASS	current_payload	current	KC	CURRENT_MODEL_ZERO_FALLBACK	KC current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	KC	CURRENT_NAMES_PRESENT	KC current hitter names are populated.
PASS	current_payload	current	KC	CURRENT_PREDICTIONS_MATCH_FINALIZED	KC hitter predictions mirror finalized stats.
PASS	current_payload	current	MIN	CURRENT_LINEUP_SHAPE	MIN current lineup has 9 expected positions.
PASS	current_payload	current	MIN	CURRENT_MODEL_ZERO_FALLBACK	MIN current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	MIN	CURRENT_NAMES_PRESENT	MIN current hitter names are populated.
PASS	current_payload	current	MIN	CURRENT_PREDICTIONS_MATCH_FINALIZED	MIN hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.470.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.530.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.530.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.414/0.611.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: KC 8, MIN 9.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: KC 4 - MIN 6.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: MIN.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for MIN; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; latest same-series result flipped a stale matchup lean.	{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'MIN', 'opponent_team': 'KC', 'h2h_net_margin': 0, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-07', 'predicted_team_runs': 5, 'opponent_runs': 6, 'margin_for_predicted_team': -1, 'winner': 'KC'}, {'date': '2026-06-06', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'KC'}, {'date': '2026-06-06', 'predicted_team_runs': 5, 'opponent_runs': 3, 'margin_for_predicted_team': 2, 'winner': 'MIN'}], 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'MIN', 'guardrail_opponent_team': 'KC', 'output_pre_simulation_winner': 'MIN', 'output_opponent_team': 'KC', 'final_score_winner': 'MIN', 'pre_simulation_winner': 'MIN', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'KC 4 - 6 MIN', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'KC 4 - 6 MIN', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.757, 'winner': 'MIN', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_KC@MIN.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: KC@MIN.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 167.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count	simulation	KC	PITCH_COUNT_PITCHER_MATCH	KC pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	KC	PITCH_COUNT_TOTAL_MATCH	KC pitch_count_summary total, row sum, and pitching total all match: 167.
PASS	pitch_count	simulation	MIN	PITCH_COUNT_PITCHER_MATCH	MIN pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	MIN	PITCH_COUNT_TOTAL_MATCH	MIN pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitching	current	KC	PITCHING_REALISM	current:KC pitcher lines pass basic baseball constraints.
PASS	pitching	current	KC	STARTER_PRESENT	current:KC includes a starter/opener role.
PASS	pitching	current	MIN	PITCHING_REALISM	current:MIN pitcher lines pass basic baseball constraints.
PASS	pitching	current	MIN	STARTER_PRESENT	current:MIN includes a starter/opener role.
PASS	pitching	simulation	KC	PITCHING_REALISM	simulation:KC pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	KC	STARTER_PRESENT	simulation:KC includes a starter/opener role.
PASS	pitching	simulation	MIN	PITCHING_REALISM	simulation:MIN pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	MIN	STARTER_PRESENT	simulation:MIN includes a starter/opener role.
PASS	pitching_totals	current	KC	PITCHING_TOTALS_SUM	current:KC pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	KC	PITCHING_TOTALS_SUM	current:KC pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	MIN	PITCHING_TOTALS_SUM	current:MIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	MIN	PITCHING_TOTALS_SUM	current:MIN pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	KC	PITCHING_TOTALS_SUM	simulation:KC pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	KC	PITCHING_TOTALS_SUM	simulation:KC pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	MIN	PITCHING_TOTALS_SUM	simulation:MIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	MIN	PITCHING_TOTALS_SUM	simulation:MIN pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: KC 4 - 6 MIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: KC 4 - 6 MIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: MIN wins 6-4.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=MIN, final=MIN.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.530.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 7/10 (0.700).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: MIN wins 6-4.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: MIN wins 4-6.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 4-6.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 10.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: MIN wins 6-4.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.predicted_runs matches scoring_simulation.final_score.
PASS	team_recent_performance	current	KC	RECENT_FORM_RANGE	KC recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	KC	TEAM_RECENT_RECORD	KC wins and win_pct agree: 4/10 = 0.400.
PASS	team_recent_performance	current	MIN	RECENT_FORM_RANGE	MIN recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	MIN	TEAM_RECENT_RECORD	MIN wins and win_pct agree: 5/10 = 0.500.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value
PASS	batting	current	KC	BATTING_REALISM	current:KC hitter lines pass basic baseball constraints.
PASS	batting	current	MIN	BATTING_REALISM	current:MIN hitter lines pass basic baseball constraints.
PASS	batting	simulation	KC	BATTING_REALISM	simulation:KC hitter lines pass basic baseball constraints.
PASS	batting	simulation	MIN	BATTING_REALISM	simulation:MIN hitter lines pass basic baseball constraints.
PASS	batting_totals	current	KC	BATTING_TOTALS_SUM	current:KC batting totals equal summed player lines.
PASS	batting_totals	current	MIN	BATTING_TOTALS_SUM	current:MIN batting totals equal summed player lines.
PASS	batting_totals	simulation	KC	BATTING_TOTALS_SUM	simulation:KC batting totals equal summed player lines.
PASS	batting_totals	simulation	MIN	BATTING_TOTALS_SUM	simulation:MIN batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	KC	BAT_PITCH_BB_MATCH	simulation:KC batting walks match MIN pitching: 1.
PASS	boxscore_crosscheck	simulation	KC	BAT_PITCH_HR_MATCH	simulation:KC batting home runs match MIN pitching: 0.
PASS	boxscore_crosscheck	simulation	KC	BAT_PITCH_H_MATCH	simulation:KC batting hits match MIN pitching: 8.
PASS	boxscore_crosscheck	simulation	KC	BAT_PITCH_SO_MATCH	simulation:KC batting strikeouts match MIN pitching: 7.
PASS	boxscore_crosscheck	simulation	KC	PA_BF_MATCH	simulation:KC PA=37 matches MIN BF=37.
PASS	boxscore_crosscheck	simulation	KC	RUNS_MATCH_FINAL	simulation:KC runs match final score and opposing pitching runs: 4.
PASS	boxscore_crosscheck	simulation	MIN	BAT_PITCH_BB_MATCH	simulation:MIN batting walks match KC pitching: 4.
PASS	boxscore_crosscheck	simulation	MIN	BAT_PITCH_HR_MATCH	simulation:MIN batting home runs match KC pitching: 3.
PASS	boxscore_crosscheck	simulation	MIN	BAT_PITCH_H_MATCH	simulation:MIN batting hits match KC pitching: 9.
PASS	boxscore_crosscheck	simulation	MIN	BAT_PITCH_SO_MATCH	simulation:MIN batting strikeouts match KC pitching: 11.
PASS	boxscore_crosscheck	simulation	MIN	PA_BF_MATCH	simulation:MIN PA=37 matches KC BF=37.
PASS	boxscore_crosscheck	simulation	MIN	RUNS_MATCH_FINAL	simulation:MIN runs match final score and opposing pitching runs: 6.
PASS	cross_schema	cross-schema	KC	CURRENT_FINALIZED_MATCH_BOX	KC current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	MIN	CURRENT_FINALIZED_MATCH_BOX	MIN current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	KC	CURRENT_LINEUP_SHAPE	KC current lineup has 9 expected positions.
PASS	current_payload	current	KC	CURRENT_MODEL_ZERO_FALLBACK	KC current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	KC	CURRENT_NAMES_PRESENT	KC current hitter names are populated.
PASS	current_payload	current	KC	CURRENT_PREDICTIONS_MATCH_FINALIZED	KC hitter predictions mirror finalized stats.
PASS	current_payload	current	MIN	CURRENT_LINEUP_SHAPE	MIN current lineup has 9 expected positions.
PASS	current_payload	current	MIN	CURRENT_MODEL_ZERO_FALLBACK	MIN current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	MIN	CURRENT_NAMES_PRESENT	MIN current hitter names are populated.
PASS	current_payload	current	MIN	CURRENT_PREDICTIONS_MATCH_FINALIZED	MIN hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.470.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.530.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.530.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.414/0.611.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: KC 8, MIN 9.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: KC 4 - MIN 6.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: MIN.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for MIN; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; latest same-series result flipped a stale matchup lean.	{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'MIN', 'opponent_team': 'KC', 'h2h_net_margin': 0, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-07', 'predicted_team_runs': 5, 'opponent_runs': 6, 'margin_for_predicted_team': -1, 'winner': 'KC'}, {'date': '2026-06-06', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'KC'}, {'date': '2026-06-06', 'predicted_team_runs': 5, 'opponent_runs': 3, 'margin_for_predicted_team': 2, 'winner': 'MIN'}], 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'MIN', 'guardrail_opponent_team': 'KC', 'output_pre_simulation_winner': 'MIN', 'output_opponent_team': 'KC', 'final_score_winner': 'MIN', 'pre_simulation_winner': 'MIN', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'KC 4 - 6 MIN', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'KC 4 - 6 MIN', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.757, 'winner': 'MIN', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_KC@MIN.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: KC@MIN.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 167.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count	simulation	KC	PITCH_COUNT_PITCHER_MATCH	KC pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	KC	PITCH_COUNT_TOTAL_MATCH	KC pitch_count_summary total, row sum, and pitching total all match: 167.
PASS	pitch_count	simulation	MIN	PITCH_COUNT_PITCHER_MATCH	MIN pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	MIN	PITCH_COUNT_TOTAL_MATCH	MIN pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitching	current	KC	PITCHING_REALISM	current:KC pitcher lines pass basic baseball constraints.
PASS	pitching	current	KC	STARTER_PRESENT	current:KC includes a starter/opener role.
PASS	pitching	current	MIN	PITCHING_REALISM	current:MIN pitcher lines pass basic baseball constraints.
PASS	pitching	current	MIN	STARTER_PRESENT	current:MIN includes a starter/opener role.
PASS	pitching	simulation	KC	PITCHING_REALISM	simulation:KC pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	KC	STARTER_PRESENT	simulation:KC includes a starter/opener role.
PASS	pitching	simulation	MIN	PITCHING_REALISM	simulation:MIN pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	MIN	STARTER_PRESENT	simulation:MIN includes a starter/opener role.
PASS	pitching_totals	current	KC	PITCHING_TOTALS_SUM	current:KC pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	KC	PITCHING_TOTALS_SUM	current:KC pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	MIN	PITCHING_TOTALS_SUM	current:MIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	MIN	PITCHING_TOTALS_SUM	current:MIN pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	KC	PITCHING_TOTALS_SUM	simulation:KC pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	KC	PITCHING_TOTALS_SUM	simulation:KC pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	MIN	PITCHING_TOTALS_SUM	simulation:MIN pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	MIN	PITCHING_TOTALS_SUM	simulation:MIN pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: KC 4 - 6 MIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: KC 4 - 6 MIN.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: MIN wins 6-4.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=MIN, final=MIN.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.530.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 7/10 (0.700).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: MIN wins 6-4.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: MIN wins 4-6.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 4-6.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 10.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: MIN wins 6-4.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.predicted_runs matches scoring_simulation.final_score.
PASS	team_recent_performance	current	KC	RECENT_FORM_RANGE	KC recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	KC	TEAM_RECENT_RECORD	KC wins and win_pct agree: 4/10 = 0.400.
PASS	team_recent_performance	current	MIN	RECENT_FORM_RANGE	MIN recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	MIN	TEAM_RECENT_RECORD	MIN wins and win_pct agree: 5/10 = 0.500.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	KC	CURRENT_PITCHER_DUPLICATION	KC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	MIN	CURRENT_PITCHER_DUPLICATION	MIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	KC	CURRENT_FINALIZED_MATCH_BOX	KC model-prediction batting totals differ from final simulation box score (AB: current=31, sim=35; H: current=9, sim=8; 2B: current=0, sim=3; 3B: current=0, sim=1; RBI: current=1, sim=4; R: current=0, sim=4; BB: current=0, sim=1; SO: current=9, sim=7).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	KC	CURRENT_PLAYER_MATCH_BOX	KC current finalized hitter lines are model predictions and differ from the simulation box score: Lane Thomas: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Jac Caglianone: AB current=4 box=3, H current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Carter Jensen: AB current=4 box=5, H current=1 box=0, SO current=1 box=2; Salvador Perez: RBI current=1 box=0, SO current=1 box=0; Vinnie Pasquantino: 3B current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Nick Loftin: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Isaac Collins: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Michael Massey: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	MIN	CURRENT_FINALIZED_MATCH_BOX	MIN model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; 2B: current=0, sim=2; HR: current=0, sim=3; RBI: current=3, sim=6; R: current=5, sim=6; BB: current=2, sim=4; SO: current=9, sim=11).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	MIN	CURRENT_PLAYER_MATCH_BOX	MIN current finalized hitter lines are model predictions and differ from the simulation box score: Ryan Jeffers: 2B current=0 box=1, BB current=1 box=0; Trevor Larnach: AB current=3 box=4, H current=1 box=2, BB current=0 box=1, SO current=1 box=0; Kody Clemens: AB current=4 box=3, H current=1 box=2, HR current=0 box=2, RBI current=0 box=3; Byron Buxton: AB current=5 box=4, SO current=1 box=3; Victor Caratini: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Josh Bell: 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1, SO current=1 box=2; Luke Keaschall: R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Brooks Lee: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	4.336830139160156	4.672492027282715		Base ML historical model prediction
variance_applied	4	5		Random variance applied (0.9-1.1)
enhanced_prediction	4	5	0.530	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	4	6		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	4	6		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	4	6		Capped at max 12 realistic runs
simulation_result	4	6		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
KC	0	0	0	0	1	3	0	0	0	4	8
MIN	3	0	0	0	0	1	2	0	0	6	9

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	KC	batting	31	9	0	0	0	1	0	0	9	0	0	0	0
current	KC	pitching		9			3		6	4	11					8.0	6	0	0
current	MIN	batting	34	9	0	0	0	3	5	2	9	0	0	0	0
current	MIN	pitching		8			0		4	1	7					9.0	4	0	0
simulation	KC	batting	35	8	3	1	0	4	4	1	7	0	1
simulation	KC	pitching		9			3		6	4	11					8.0	6	37	167
simulation	MIN	batting	33	9	2	0	3	6	6	4	11	0	0
simulation	MIN	pitching		8			0		4	1	7					9.0	4	37	147

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	3B	HR	R	RBI	BB	SO	HBP	AVG
current	KC		CF	Lane Thomas	0	3	1	0	0	0	0	0	0	1	0	0.333
current	KC		RF	Jac Caglianone	0	4	1	0	0	0	0	0	0	1	0	0.250
current	KC		C	Carter Jensen	0	4	1	0	0	0	0	0	0	1	0	0.250
current	KC		DH	Salvador Perez	0	4	1	0	0	0	0	1	0	1	0	0.250
current	KC		1B	Vinnie Pasquantino	0	4	1	0	0	0	0	0	0	1	0	0.250
current	KC		3B	Nick Loftin	0	3	1	0	0	0	0	0	0	1	0	0.333
current	KC		LF	Isaac Collins	0	3	1	0	0	0	0	0	0	1	0	0.333
current	KC		2B	Michael Massey	0	3	1	0	0	0	0	0	0	1	0	0.333
current	KC		SS	Josh Rojas	0	3	1	0	0	0	0	0	0	1	0	0.333
current	MIN		C	Ryan Jeffers	0	4	1	0	0	0	1	1	1	1	0	0.250
current	MIN		LF	Trevor Larnach	0	3	1	0	0	0	1	0	0	1	0	0.333
current	MIN		2B	Kody Clemens	0	4	1	0	0	0	1	0	0	1	0	0.250
current	MIN		CF	Byron Buxton	0	5	1	0	0	0	1	0	0	1	0	0.200
current	MIN		1B	Victor Caratini	0	3	1	0	0	0	0	0	0	1	0	0.333
current	MIN		DH	Josh Bell	0	4	1	0	0	0	0	1	0	1	0	0.250
current	MIN		RF	Luke Keaschall	0	4	1	0	0	0	1	0	1	1	0	0.250
current	MIN		3B	Brooks Lee	0	4	1	0	0	0	0	1	0	1	0	0.250
current	MIN		SS	Ryan Kreidler	0	3	1	0	0	0	0	0	0	1	0	0.333
simulation	KC	1	C	Carter Jensen	5	5	0	0	0	0	0	0	0	2	0	0.000
simulation	KC	2	CF	Lane Thomas	4	4	0	0	0	0	0	0	0	2	0	0.000
simulation	KC	3	RF	Jac Caglianone	4	3	0	0	0	0	0	0	0	0	1	0.000
simulation	KC	4	DH	Salvador Perez	4	4	1	0	0	0	0	0	0	0	0	0.250
simulation	KC	5	1B	Vinnie Pasquantino	4	4	1	0	1	0	1	1	0	0	0	0.250
simulation	KC	6	3B	Nick Loftin	4	3	2	1	0	0	1	1	1	0	0	0.667
simulation	KC	7	2B	Michael Massey	4	4	1	0	0	0	1	1	0	1	0	0.250
simulation	KC	8	LF	Isaac Collins	4	4	1	1	0	0	1	1	0	1	0	0.250
simulation	KC	9	SS	Josh Rojas	4	4	2	1	0	0	0	0	0	1	0	0.500
simulation	MIN	1	LF	Trevor Larnach	5	4	2	0	0	0	1	0	1	0	0	0.500
simulation	MIN	2	CF	Byron Buxton	4	4	1	0	0	0	1	0	0	3	0	0.250
simulation	MIN	3	C	Ryan Jeffers	4	4	1	1	0	0	1	1	0	1	0	0.250
simulation	MIN	4	2B	Kody Clemens	4	3	2	0	0	2	1	3	1	0	0	0.667
simulation	MIN	5	DH	Josh Bell	4	4	1	1	0	0	1	0	0	2	0	0.250
simulation	MIN	6	1B	Victor Caratini	4	3	0	0	0	0	0	0	1	2	0	0.000
simulation	MIN	7	RF	Luke Keaschall	4	4	1	0	0	0	0	0	0	0	0	0.250
simulation	MIN	8	3B	Brooks Lee	4	4	0	0	0	0	0	0	0	2	0	0.000
simulation	MIN	9	SS	Ryan Kreidler	4	3	1	0	0	1	1	2	1	1	0	0.333

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	KC	1	Seth Lugo	Starter	5.2	5	4	4	1	8	2	0	0	6.35	4.36	1.37
current	KC	2	Daniel Lynch IV	Middle Reliever	1.1	0	0	0	2	1	0	0	0	0.00	2.08	0.92
current	KC	5	Alex Lange	Middle Reliever	1.0	4	2	2	1	2	1	0	0	18.00	6.00	1.50
current	MIN	1	Taj Bradley	Starter	6.0	7	4	4	0	3	0	0	0	6.00	3.69	1.22
current	MIN	2	Andrew Morris	Middle Reliever	1.1	0	0	0	1	1	0	0	0	0.00	3.24	1.26
current	MIN	3	Yoendrys Gómez	Middle Reliever	1.0	1	0	0	0	1	0	0	0	0.00	3.40	1.26
current	MIN	4	Tommy Nance	Middle Reliever	0.2	0	0	0	0	2	0	0	0	0.00	3.66	1.32
simulation	KC	1	Seth Lugo	Starter	5.2	5	4	4	1	8	2	23	102	6.35	4.36	1.37
simulation	KC	2	Alex Lange	Middle Reliever	1.0	4	2	2	1	2	1	8	29	18.00	6.00	1.50
simulation	KC	3	Daniel Lynch IV	Middle Reliever	1.1	0	0	0	2	1	0	6	36	0.00	2.08	0.92
simulation	MIN	1	Taj Bradley	Starter	6.0	7	4	4	0	3	0	25	98	6.00	3.69	1.22
simulation	MIN	2	Yoendrys Gómez	Middle Reliever	1.0	1	0	0	0	1	0	4	16	0.00	3.40	1.26
simulation	MIN	3	Andrew Morris	Middle Reliever	1.1	0	0	0	1	1	0	5	13	0.00	3.24	1.26
simulation	MIN	4	Tommy Nance	Middle Reliever	0.2	0	0	0	0	2	0	3	20	0.00	3.66	1.32

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
KC	Seth Lugo	Starter	5.2	4	5	1	8	23	102
KC	Daniel Lynch IV	Middle Reliever	1.1	0	0	2	1	6	36
KC	Alex Lange	Middle Reliever	1.0	2	4	1	2	8	29
MIN	Taj Bradley	Starter	6.0	4	7	0	3	25	98
MIN	Andrew Morris	Middle Reliever	1.1	0	0	1	1	5	13
MIN	Yoendrys Gómez	Middle Reliever	1.0	0	1	0	1	4	16
MIN	Tommy Nance	Middle Reliever	0.2	0	0	0	2	3	20

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	good	0	1	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_MIL@SF.json

20260728_MIL@SF.json •

CRITICAL

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

CRITICAL 1ERROR 0WARN 0PASS 0INFO 0

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
CRITICAL	Schema Review the listed finding and decide whether to fix the data or downgrade the rule.	1C / 0E / 0W	-	Could not parse/audit JSON: Expecting value: line 27118 column 33 (char 1033330)

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
CRITICAL	schema				SCHEMA_ROOTS_PRESENT	Could not parse/audit JSON: Expecting value: line 27118 column 33 (char 1033330)

All findings - complete audit trail

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
CRITICAL	schema				SCHEMA_ROOTS_PRESENT	Could not parse/audit JSON: Expecting value: line 27118 column 33 (char 1033330)

Passed checks

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected

Info/context findings

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected

20260728_NYY@CHW

20260728_NYY@CHW.json • 2026-07-28

NYY 4 - CHW 3

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	CHW	CURRENT_PITCHER_DUPLICATION	CHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	NYY	CURRENT_PITCHER_DUPLICATION	NYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	CHW	CURRENT_FINALIZED_MATCH_BOX	CHW model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; HR: current=0, sim=3; R: current=5, sim=3; BB: current=2, sim=1; SO: current=9, sim=5; HBP: current=0, sim=1).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	CHW	CURRENT_PLAYER_MATCH_BOX	CHW current finalized hitter lines are model predictions and differ from the simulation box score: Chase Meidroth: HR current=0 box=1, RBI current=0 box=1; Munetaka Murakami: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Colson Montgomery: AB current=4 box=3, HR current=0 box=1, R current=0 box=1, BB current=0 box=1; Drew Romo: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Braden Montgomery: H current=1 box=0, R current=1 box=0; Tristan Peters: AB current=3 box=4, H current=1 box=2; Miguel Vargas: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Andrew Benintendi: HR current=0 box=1, R current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	NYY	CURRENT_FINALIZED_MATCH_BOX	NYY model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=3, sim=4; BB: current=0, 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.
INFO	current_vs_final	cross-schema	NYY	CURRENT_PLAYER_MATCH_BOX	NYY current finalized hitter lines are model predictions and differ from the simulation box score: Amed Rosario: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Paul Goldschmidt: AB current=4 box=5; Jasson Domínguez: RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Anthony Volpe: H current=1 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Ben Rice: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Jazz Chisholm Jr.: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Ali Sánchez: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; José Caballero: AB current=3 box=4, H current=1 box=0, SO current=1 box=2		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	CHW	BATTING_REALISM	current:CHW hitter lines pass basic baseball constraints.
PASS	batting	current	NYY	BATTING_REALISM	current:NYY hitter lines pass basic baseball constraints.
PASS	batting	simulation	CHW	BATTING_REALISM	simulation:CHW hitter lines pass basic baseball constraints.
PASS	batting	simulation	NYY	BATTING_REALISM	simulation:NYY hitter lines pass basic baseball constraints.
PASS	batting_totals	current	CHW	BATTING_TOTALS_SUM	current:CHW batting totals equal summed player lines.
PASS	batting_totals	current	NYY	BATTING_TOTALS_SUM	current:NYY batting totals equal summed player lines.
PASS	batting_totals	simulation	CHW	BATTING_TOTALS_SUM	simulation:CHW batting totals equal summed player lines.
PASS	batting_totals	simulation	NYY	BATTING_TOTALS_SUM	simulation:NYY batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	CHW	BAT_PITCH_BB_MATCH	simulation:CHW batting walks match NYY pitching: 1.
PASS	boxscore_crosscheck	simulation	CHW	BAT_PITCH_HR_MATCH	simulation:CHW batting home runs match NYY pitching: 3.
PASS	boxscore_crosscheck	simulation	CHW	BAT_PITCH_H_MATCH	simulation:CHW batting hits match NYY pitching: 6.
PASS	boxscore_crosscheck	simulation	CHW	BAT_PITCH_SO_MATCH	simulation:CHW batting strikeouts match NYY pitching: 5.
PASS	boxscore_crosscheck	simulation	CHW	PA_BF_MATCH	simulation:CHW PA=35 matches NYY BF=35.
PASS	boxscore_crosscheck	simulation	CHW	RUNS_MATCH_FINAL	simulation:CHW runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	NYY	BAT_PITCH_BB_MATCH	simulation:NYY batting walks match CHW pitching: 3.
PASS	boxscore_crosscheck	simulation	NYY	BAT_PITCH_HR_MATCH	simulation:NYY batting home runs match CHW pitching: 1.
PASS	boxscore_crosscheck	simulation	NYY	BAT_PITCH_H_MATCH	simulation:NYY batting hits match CHW pitching: 7.
PASS	boxscore_crosscheck	simulation	NYY	BAT_PITCH_SO_MATCH	simulation:NYY batting strikeouts match CHW pitching: 10.
PASS	boxscore_crosscheck	simulation	NYY	PA_BF_MATCH	simulation:NYY PA=37 matches CHW BF=37.
PASS	boxscore_crosscheck	simulation	NYY	RUNS_MATCH_FINAL	simulation:NYY runs match final score and opposing pitching runs: 4.
PASS	cross_schema	cross-schema	CHW	CURRENT_FINALIZED_MATCH_BOX	CHW current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	NYY	CURRENT_FINALIZED_MATCH_BOX	NYY current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	CHW	CURRENT_LINEUP_SHAPE	CHW current lineup has 9 expected positions.
PASS	current_payload	current	CHW	CURRENT_MODEL_ZERO_FALLBACK	CHW current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CHW	CURRENT_NAMES_PRESENT	CHW current hitter names are populated.
PASS	current_payload	current	CHW	CURRENT_PREDICTIONS_MATCH_FINALIZED	CHW hitter predictions mirror finalized stats.
PASS	current_payload	current	NYY	CURRENT_LINEUP_SHAPE	NYY current lineup has 9 expected positions.
PASS	current_payload	current	NYY	CURRENT_MODEL_ZERO_FALLBACK	NYY current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	NYY	CURRENT_NAMES_PRESENT	NYY current hitter names are populated.
PASS	current_payload	current	NYY	CURRENT_PREDICTIONS_MATCH_FINALIZED	NYY hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.600.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.600.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.400.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.456/0.638.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: NYY 7, CHW 6.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: NYY 4 - CHW 3.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: NYY.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for NYY; 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': 'NYY', 'opponent_team': 'CHW', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 9, 'opponent_runs': 5, 'margin_for_predicted_team': 4, 'winner': 'NYY'}, {'date': '2026-06-18', 'predicted_team_runs': 1, 'opponent_runs': 5, 'margin_for_predicted_team': -4, 'winner': 'CHW'}, {'date': '2026-06-17', 'predicted_team_runs': 10, 'opponent_runs': 5, 'margin_for_predicted_team': 5, 'winner': 'NYY'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'NYY', 'confidence': 0.64, 'actual_winner': 'NYY', 'actual_margin': 4, 'path': '20260727_NYY@CHW.json'}]}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'CHW', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'CHW', 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'NYY 4 - 3 CHW', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'NYY 4 - 3 CHW', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4935, 'winner': 'NYY', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_NYY@CHW.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: NYY@CHW.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASS	pitch_count	simulation	CHW	PITCH_COUNT_PITCHER_MATCH	CHW pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CHW	PITCH_COUNT_TOTAL_MATCH	CHW pitch_count_summary total, row sum, and pitching total all match: 156.
PASS	pitch_count	simulation	NYY	PITCH_COUNT_PITCHER_MATCH	NYY pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	NYY	PITCH_COUNT_TOTAL_MATCH	NYY pitch_count_summary total, row sum, and pitching total all match: 138.
PASS	pitching	current	CHW	PITCHING_REALISM	current:CHW pitcher lines pass basic baseball constraints.
PASS	pitching	current	CHW	STARTER_PRESENT	current:CHW includes a starter/opener role.
PASS	pitching	current	NYY	PITCHING_REALISM	current:NYY pitcher lines pass basic baseball constraints.
PASS	pitching	current	NYY	STARTER_PRESENT	current:NYY includes a starter/opener role.
PASS	pitching	simulation	CHW	PITCHING_REALISM	simulation:CHW pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CHW	STARTER_PRESENT	simulation:CHW includes a starter/opener role.
PASS	pitching	simulation	NYY	PITCHING_REALISM	simulation:NYY pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	NYY	STARTER_PRESENT	simulation:NYY includes a starter/opener role.
PASS	pitching_totals	current	CHW	PITCHING_TOTALS_SUM	current:CHW pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	CHW	PITCHING_TOTALS_SUM	current:CHW pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	NYY	PITCHING_TOTALS_SUM	current:NYY pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	NYY	PITCHING_TOTALS_SUM	current:NYY pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CHW	PITCHING_TOTALS_SUM	simulation:CHW pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	CHW	PITCHING_TOTALS_SUM	simulation:CHW pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	NYY	PITCHING_TOTALS_SUM	simulation:NYY pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	NYY	PITCHING_TOTALS_SUM	simulation:NYY pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: NYY 4 - 3 CHW.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: NYY 4 - 3 CHW.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: NYY wins 4-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=NYY, final=NYY.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.600.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 6/10 (0.600).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: NYY wins 4-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: NYY wins 4-3.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 4-3.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 7.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: NYY wins 4-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.predicted_runs matches scoring_simulation.final_score.
PASS	team_recent_performance	current	CHW	RECENT_FORM_RANGE	CHW recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CHW	TEAM_RECENT_RECORD	CHW wins and win_pct agree: 4/10 = 0.400.
PASS	team_recent_performance	current	NYY	RECENT_FORM_RANGE	NYY recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	NYY	TEAM_RECENT_RECORD	NYY wins and win_pct agree: 6/10 = 0.600.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value
PASS	batting	current	CHW	BATTING_REALISM	current:CHW hitter lines pass basic baseball constraints.
PASS	batting	current	NYY	BATTING_REALISM	current:NYY hitter lines pass basic baseball constraints.
PASS	batting	simulation	CHW	BATTING_REALISM	simulation:CHW hitter lines pass basic baseball constraints.
PASS	batting	simulation	NYY	BATTING_REALISM	simulation:NYY hitter lines pass basic baseball constraints.
PASS	batting_totals	current	CHW	BATTING_TOTALS_SUM	current:CHW batting totals equal summed player lines.
PASS	batting_totals	current	NYY	BATTING_TOTALS_SUM	current:NYY batting totals equal summed player lines.
PASS	batting_totals	simulation	CHW	BATTING_TOTALS_SUM	simulation:CHW batting totals equal summed player lines.
PASS	batting_totals	simulation	NYY	BATTING_TOTALS_SUM	simulation:NYY batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	CHW	BAT_PITCH_BB_MATCH	simulation:CHW batting walks match NYY pitching: 1.
PASS	boxscore_crosscheck	simulation	CHW	BAT_PITCH_HR_MATCH	simulation:CHW batting home runs match NYY pitching: 3.
PASS	boxscore_crosscheck	simulation	CHW	BAT_PITCH_H_MATCH	simulation:CHW batting hits match NYY pitching: 6.
PASS	boxscore_crosscheck	simulation	CHW	BAT_PITCH_SO_MATCH	simulation:CHW batting strikeouts match NYY pitching: 5.
PASS	boxscore_crosscheck	simulation	CHW	PA_BF_MATCH	simulation:CHW PA=35 matches NYY BF=35.
PASS	boxscore_crosscheck	simulation	CHW	RUNS_MATCH_FINAL	simulation:CHW runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	NYY	BAT_PITCH_BB_MATCH	simulation:NYY batting walks match CHW pitching: 3.
PASS	boxscore_crosscheck	simulation	NYY	BAT_PITCH_HR_MATCH	simulation:NYY batting home runs match CHW pitching: 1.
PASS	boxscore_crosscheck	simulation	NYY	BAT_PITCH_H_MATCH	simulation:NYY batting hits match CHW pitching: 7.
PASS	boxscore_crosscheck	simulation	NYY	BAT_PITCH_SO_MATCH	simulation:NYY batting strikeouts match CHW pitching: 10.
PASS	boxscore_crosscheck	simulation	NYY	PA_BF_MATCH	simulation:NYY PA=37 matches CHW BF=37.
PASS	boxscore_crosscheck	simulation	NYY	RUNS_MATCH_FINAL	simulation:NYY runs match final score and opposing pitching runs: 4.
PASS	cross_schema	cross-schema	CHW	CURRENT_FINALIZED_MATCH_BOX	CHW current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	NYY	CURRENT_FINALIZED_MATCH_BOX	NYY current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	CHW	CURRENT_LINEUP_SHAPE	CHW current lineup has 9 expected positions.
PASS	current_payload	current	CHW	CURRENT_MODEL_ZERO_FALLBACK	CHW current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	CHW	CURRENT_NAMES_PRESENT	CHW current hitter names are populated.
PASS	current_payload	current	CHW	CURRENT_PREDICTIONS_MATCH_FINALIZED	CHW hitter predictions mirror finalized stats.
PASS	current_payload	current	NYY	CURRENT_LINEUP_SHAPE	NYY current lineup has 9 expected positions.
PASS	current_payload	current	NYY	CURRENT_MODEL_ZERO_FALLBACK	NYY current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	NYY	CURRENT_NAMES_PRESENT	NYY current hitter names are populated.
PASS	current_payload	current	NYY	CURRENT_PREDICTIONS_MATCH_FINALIZED	NYY hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.600.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.600.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.400.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.456/0.638.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: NYY 7, CHW 6.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: NYY 4 - CHW 3.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: NYY.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for NYY; 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': 'NYY', 'opponent_team': 'CHW', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 9, 'opponent_runs': 5, 'margin_for_predicted_team': 4, 'winner': 'NYY'}, {'date': '2026-06-18', 'predicted_team_runs': 1, 'opponent_runs': 5, 'margin_for_predicted_team': -4, 'winner': 'CHW'}, {'date': '2026-06-17', 'predicted_team_runs': 10, 'opponent_runs': 5, 'margin_for_predicted_team': 5, 'winner': 'NYY'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'NYY', 'confidence': 0.64, 'actual_winner': 'NYY', 'actual_margin': 4, 'path': '20260727_NYY@CHW.json'}]}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'CHW', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'CHW', 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'NYY 4 - 3 CHW', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'NYY 4 - 3 CHW', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4935, 'winner': 'NYY', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_NYY@CHW.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: NYY@CHW.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASS	pitch_count	simulation	CHW	PITCH_COUNT_PITCHER_MATCH	CHW pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	CHW	PITCH_COUNT_TOTAL_MATCH	CHW pitch_count_summary total, row sum, and pitching total all match: 156.
PASS	pitch_count	simulation	NYY	PITCH_COUNT_PITCHER_MATCH	NYY pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	NYY	PITCH_COUNT_TOTAL_MATCH	NYY pitch_count_summary total, row sum, and pitching total all match: 138.
PASS	pitching	current	CHW	PITCHING_REALISM	current:CHW pitcher lines pass basic baseball constraints.
PASS	pitching	current	CHW	STARTER_PRESENT	current:CHW includes a starter/opener role.
PASS	pitching	current	NYY	PITCHING_REALISM	current:NYY pitcher lines pass basic baseball constraints.
PASS	pitching	current	NYY	STARTER_PRESENT	current:NYY includes a starter/opener role.
PASS	pitching	simulation	CHW	PITCHING_REALISM	simulation:CHW pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	CHW	STARTER_PRESENT	simulation:CHW includes a starter/opener role.
PASS	pitching	simulation	NYY	PITCHING_REALISM	simulation:NYY pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	NYY	STARTER_PRESENT	simulation:NYY includes a starter/opener role.
PASS	pitching_totals	current	CHW	PITCHING_TOTALS_SUM	current:CHW pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	CHW	PITCHING_TOTALS_SUM	current:CHW pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	NYY	PITCHING_TOTALS_SUM	current:NYY pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	NYY	PITCHING_TOTALS_SUM	current:NYY pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	CHW	PITCHING_TOTALS_SUM	simulation:CHW pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	CHW	PITCHING_TOTALS_SUM	simulation:CHW pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	NYY	PITCHING_TOTALS_SUM	simulation:NYY pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	NYY	PITCHING_TOTALS_SUM	simulation:NYY pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: NYY 4 - 3 CHW.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: NYY 4 - 3 CHW.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: NYY wins 4-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=NYY, final=NYY.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.600.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 6/10 (0.600).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 5/10 (0.500).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: NYY wins 4-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: NYY wins 4-3.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 4-3.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 7.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: NYY wins 4-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.predicted_runs matches scoring_simulation.final_score.
PASS	team_recent_performance	current	CHW	RECENT_FORM_RANGE	CHW recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	CHW	TEAM_RECENT_RECORD	CHW wins and win_pct agree: 4/10 = 0.400.
PASS	team_recent_performance	current	NYY	RECENT_FORM_RANGE	NYY recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	NYY	TEAM_RECENT_RECORD	NYY wins and win_pct agree: 6/10 = 0.600.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	CHW	CURRENT_PITCHER_DUPLICATION	CHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	NYY	CURRENT_PITCHER_DUPLICATION	NYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	CHW	CURRENT_FINALIZED_MATCH_BOX	CHW model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; HR: current=0, sim=3; R: current=5, sim=3; BB: current=2, sim=1; SO: current=9, sim=5; HBP: current=0, sim=1).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	CHW	CURRENT_PLAYER_MATCH_BOX	CHW current finalized hitter lines are model predictions and differ from the simulation box score: Chase Meidroth: HR current=0 box=1, RBI current=0 box=1; Munetaka Murakami: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Colson Montgomery: AB current=4 box=3, HR current=0 box=1, R current=0 box=1, BB current=0 box=1; Drew Romo: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Braden Montgomery: H current=1 box=0, R current=1 box=0; Tristan Peters: AB current=3 box=4, H current=1 box=2; Miguel Vargas: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Andrew Benintendi: HR current=0 box=1, R current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	NYY	CURRENT_FINALIZED_MATCH_BOX	NYY model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=3, sim=4; BB: current=0, 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.
INFO	current_vs_final	cross-schema	NYY	CURRENT_PLAYER_MATCH_BOX	NYY current finalized hitter lines are model predictions and differ from the simulation box score: Amed Rosario: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Paul Goldschmidt: AB current=4 box=5; Jasson Domínguez: RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Anthony Volpe: H current=1 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Ben Rice: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Jazz Chisholm Jr.: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Ali Sánchez: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; José Caballero: AB current=3 box=4, H current=1 box=0, SO current=1 box=2	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	6.188556671142578	3.9302163124084473		Base ML historical model prediction
variance_applied	6	4		Random variance applied (0.9-1.1)
enhanced_prediction	4	3	0.600	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	4	3		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	4	3		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	4	3		Capped at max 12 realistic runs
simulation_result	4	3		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
NYY	2	0	0	0	0	1	0	1	0	4	7
CHW	0	0	0	1	0	0	0	2	0	3	6

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	NYY	batting	31	9	0	0	0	2	3	0	9	0	0	0	0
current	NYY	pitching		6			3		3	1	5					9.0	3	0	0
current	CHW	batting	32	9	0	0	0	3	5	2	9	0	0	0	0
current	CHW	pitching		7			1		4	3	10					9.0	4	0	0
simulation	NYY	batting	34	7	1	0	1	4	4	3	10	0	0
simulation	NYY	pitching		6			3		3	1	5					9.0	3	35	138
simulation	CHW	batting	33	6	0	0	3	3	3	1	5	0	1
simulation	CHW	pitching		7			1		4	3	10					9.0	4	37	156

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	HR	R	RBI	BB	SO	HBP	AVG
current	NYY		3B	Amed Rosario	0	3	1	0	0	0	0	0	1	0	0.333
current	NYY		1B	Paul Goldschmidt	0	4	1	0	0	0	0	0	1	0	0.250
current	NYY		RF	Jasson Domínguez	0	4	1	0	0	0	0	0	1	0	0.250
current	NYY		SS	Anthony Volpe	0	3	1	0	0	0	0	0	1	0	0.333
current	NYY		DH	Ben Rice	0	4	1	0	0	1	1	0	1	0	0.250
current	NYY		2B	Jazz Chisholm Jr.	0	4	1	0	0	1	1	0	1	0	0.250
current	NYY		C	Ali Sánchez	0	3	1	0	0	0	0	0	1	0	0.333
current	NYY		LF	José Caballero	0	3	1	0	0	0	0	0	1	0	0.333
current	NYY		CF	Trent Grisham	0	3	1	0	0	1	0	0	1	0	0.333
current	CHW		DH	Chase Meidroth	0	4	1	0	0	1	0	0	1	0	0.250
current	CHW		C	Munetaka Murakami	0	4	1	0	0	1	1	1	1	0	0.250
current	CHW		1B	Colson Montgomery	0	4	1	0	0	0	1	0	1	0	0.250
current	CHW		2B	Drew Romo	0	3	1	0	0	0	0	0	1	0	0.333
current	CHW		3B	Braden Montgomery	0	4	1	0	0	1	0	0	1	0	0.250
current	CHW		SS	Tristan Peters	0	3	1	0	0	0	0	0	1	0	0.333
current	CHW		LF	Miguel Vargas	0	4	1	0	0	1	0	1	1	0	0.250
current	CHW		CF	Andrew Benintendi	0	3	1	0	0	0	1	0	1	0	0.333
current	CHW		RF	Sam Antonacci	0	3	1	0	0	1	0	0	1	0	0.333
simulation	NYY	1	1B	Paul Goldschmidt	5	5	1	0	0	0	0	0	1	0	0.200
simulation	NYY	2	DH	Ben Rice	4	3	1	0	0	0	0	1	0	0	0.333
simulation	NYY	3	3B	Amed Rosario	4	4	2	1	1	1	2	0	1	0	0.500
simulation	NYY	4	RF	Jasson Domínguez	4	4	1	0	0	1	1	0	2	0	0.250
simulation	NYY	5	SS	Anthony Volpe	4	3	2	0	0	1	0	1	0	0	0.667
simulation	NYY	6	2B	Jazz Chisholm Jr.	4	3	0	0	0	1	1	1	1	0	0.000
simulation	NYY	7	LF	José Caballero	4	4	0	0	0	0	0	0	2	0	0.000
simulation	NYY	8	CF	Trent Grisham	4	4	0	0	0	0	0	0	1	0	0.000
simulation	NYY	9	C	Ali Sánchez	4	4	0	0	0	0	0	0	2	0	0.000
simulation	CHW	1	CF	Tristan Peters	4	4	2	0	0	0	0	0	1	0	0.500
simulation	CHW	2	SS	Colson Montgomery	4	3	1	0	1	1	1	1	1	0	0.333
simulation	CHW	3	2B	Chase Meidroth	4	4	1	0	1	1	1	0	1	0	0.250
simulation	CHW	4	IF	Munetaka Murakami	4	3	1	0	0	0	0	0	0	1	0.333
simulation	CHW	5	C	Drew Romo	4	4	0	0	0	0	0	0	0	0	0.000
simulation	CHW	6	3B	Miguel Vargas	4	4	0	0	0	0	0	0	0	0	0.000
simulation	CHW	7	OF	Braden Montgomery	4	4	0	0	0	0	0	0	1	0	0.000
simulation	CHW	8	SS	Sam Antonacci	4	4	0	0	0	0	0	0	0	0	0.000
simulation	CHW	9	DH	Andrew Benintendi	3	3	1	0	1	1	1	0	1	0	0.333

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	NYY	1	Gerrit Cole	Starter	5.2	4	1	1	1	5	1	0	0	1.59	3.92	1.10
current	NYY	2	Brent Headrick	Middle Reliever	1.1	0	0	0	0	0	0	0	0	0.00	1.35	1.09
current	NYY	4	Fernando Cruz	Middle Reliever	2.0	2	2	2	0	0	2	0	0	9.00	2.44	1.31
current	CHW	1	Davis Martin	Starter	6.0	4	3	3	3	7	1	0	0	4.50	3.31	1.19
current	CHW	2	Bryan Hudson	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	1.57	1.35
current	CHW	3	Grant Taylor	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	1.42	1.26
current	CHW	5	Sean Newcomb	Middle Reliever	1.0	3	1	1	0	1	0	0	0	9.00	7.71	1.71
simulation	NYY	1	Gerrit Cole	Starter	5.2	4	1	1	1	5	1	23	90	1.59	3.92	1.10
simulation	NYY	2	Fernando Cruz	Middle Reliever	2.0	2	2	2	0	0	2	8	31	9.00	2.44	1.31
simulation	NYY	3	Brent Headrick	Middle Reliever	1.1	0	0	0	0	0	0	4	17	0.00	1.35	1.09
simulation	CHW	1	Davis Martin	Starter	6.0	4	3	3	3	7	1	25	100	4.50	3.31	1.19
simulation	CHW	2	Grant Taylor	Middle Reliever	1.0	0	0	0	0	1	0	3	18	0.00	1.42	1.26
simulation	CHW	3	Sean Newcomb	Middle Reliever	1.0	3	1	1	0	1	0	6	23	9.00	7.71	1.71
simulation	CHW	4	Bryan Hudson	Middle Reliever	1.0	0	0	0	0	1	0	3	15	0.00	1.57	1.35

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
NYY	Gerrit Cole	Starter	5.2	1	4	1	5	23	90
NYY	Brent Headrick	Middle Reliever	1.1	0	0	0	0	4	17
NYY	Fernando Cruz	Middle Reliever	2.0	2	2	0	0	8	31
CHW	Davis Martin	Starter	6.0	3	4	3	7	25	100
CHW	Bryan Hudson	Middle Reliever	1.0	0	0	0	1	3	15
CHW	Grant Taylor	Middle Reliever	1.0	0	0	0	1	3	18
CHW	Sean Newcomb	Middle Reliever	1.0	1	3	0	1	6	23

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	not triggered	0	0	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_PHI@MIA

20260728_PHI@MIA.json • 2026-07-28

PHI 2 - MIA 3

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	MIA	CURRENT_PITCHER_DUPLICATION	MIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	PHI	CURRENT_PITCHER_DUPLICATION	PHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	MIA	CURRENT_FINALIZED_MATCH_BOX	MIA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=8; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=1, sim=3; R: current=2, sim=3; BB: current=0, sim=3; SO: current=8, sim=3).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	MIA	CURRENT_PLAYER_MATCH_BOX	MIA current finalized hitter lines are model predictions and differ from the simulation box score: Xavier Edwards: H current=1 box=0; Kyle Stowers: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Otto Lopez: AB current=5 box=4, H current=1 box=2, SO current=1 box=0; Heriberto Hernández: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Griffin Conine: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Joe Mack: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1, BB current=0 box=1; Liam Hicks: R current=1 box=0; Javier Sanoja: AB current=3 box=4, 2B current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	PHI	CURRENT_FINALIZED_MATCH_BOX	PHI model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=9, sim=6; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=2; R: current=4, sim=2; BB: current=2, sim=1; SO: current=9, sim=6).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	PHI	CURRENT_PLAYER_MATCH_BOX	PHI current finalized hitter lines are model predictions and differ from the simulation box score: Trea Turner: AB current=5 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Bryce Harper: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Brandon Marsh: R current=1 box=0, SO current=1 box=0; Alec Bohm: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; J.T. Realmuto: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Bryson Stott: H current=1 box=3, 3B current=0 box=1, HR current=0 box=1, R current=0 box=1; Gabriel Rincones Jr.: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Kyle Schwarber: AB current=4 box=3, R current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	MIA	BATTING_REALISM	current:MIA hitter lines pass basic baseball constraints.
PASS	batting	current	PHI	BATTING_REALISM	current:PHI hitter lines pass basic baseball constraints.
PASS	batting	simulation	MIA	BATTING_REALISM	simulation:MIA hitter lines pass basic baseball constraints.
PASS	batting	simulation	PHI	BATTING_REALISM	simulation:PHI hitter lines pass basic baseball constraints.
PASS	batting_totals	current	MIA	BATTING_TOTALS_SUM	current:MIA batting totals equal summed player lines.
PASS	batting_totals	current	PHI	BATTING_TOTALS_SUM	current:PHI batting totals equal summed player lines.
PASS	batting_totals	simulation	MIA	BATTING_TOTALS_SUM	simulation:MIA batting totals equal summed player lines.
PASS	batting_totals	simulation	PHI	BATTING_TOTALS_SUM	simulation:PHI batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	MIA	BAT_PITCH_BB_MATCH	simulation:MIA batting walks match PHI pitching: 3.
PASS	boxscore_crosscheck	simulation	MIA	BAT_PITCH_HR_MATCH	simulation:MIA batting home runs match PHI pitching: 1.
PASS	boxscore_crosscheck	simulation	MIA	BAT_PITCH_H_MATCH	simulation:MIA batting hits match PHI pitching: 8.
PASS	boxscore_crosscheck	simulation	MIA	BAT_PITCH_SO_MATCH	simulation:MIA batting strikeouts match PHI pitching: 3.
PASS	boxscore_crosscheck	simulation	MIA	PA_BF_MATCH	simulation:MIA PA=35 matches PHI BF=35.
PASS	boxscore_crosscheck	simulation	MIA	RUNS_MATCH_FINAL	simulation:MIA runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	PHI	BAT_PITCH_BB_MATCH	simulation:PHI batting walks match MIA pitching: 1.
PASS	boxscore_crosscheck	simulation	PHI	BAT_PITCH_HR_MATCH	simulation:PHI batting home runs match MIA pitching: 1.
PASS	boxscore_crosscheck	simulation	PHI	BAT_PITCH_H_MATCH	simulation:PHI batting hits match MIA pitching: 6.
PASS	boxscore_crosscheck	simulation	PHI	BAT_PITCH_SO_MATCH	simulation:PHI batting strikeouts match MIA pitching: 6.
PASS	boxscore_crosscheck	simulation	PHI	PA_BF_MATCH	simulation:PHI PA=34 matches MIA BF=34.
PASS	boxscore_crosscheck	simulation	PHI	RUNS_MATCH_FINAL	simulation:PHI runs match final score and opposing pitching runs: 2.
PASS	cross_schema	cross-schema	MIA	CURRENT_FINALIZED_MATCH_BOX	MIA current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	PHI	CURRENT_FINALIZED_MATCH_BOX	PHI current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	MIA	CURRENT_LINEUP_SHAPE	MIA current lineup has 9 expected positions.
PASS	current_payload	current	MIA	CURRENT_MODEL_ZERO_FALLBACK	MIA current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	MIA	CURRENT_NAMES_PRESENT	MIA current hitter names are populated.
PASS	current_payload	current	MIA	CURRENT_PREDICTIONS_MATCH_FINALIZED	MIA hitter predictions mirror finalized stats.
PASS	current_payload	current	PHI	CURRENT_LINEUP_SHAPE	PHI current lineup has 9 expected positions.
PASS	current_payload	current	PHI	CURRENT_MODEL_ZERO_FALLBACK	PHI current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	PHI	CURRENT_NAMES_PRESENT	PHI current hitter names are populated.
PASS	current_payload	current	PHI	CURRENT_PREDICTIONS_MATCH_FINALIZED	PHI hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.490.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.510.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.510.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.480/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: PHI 6, MIA 8.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: PHI 2 - MIA 3.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: MIA.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for MIA; 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': True, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'PHI', 'opponent_team': 'MIA', 'h2h_net_margin': -3, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 7, 'opponent_runs': 8, 'margin_for_predicted_team': -1, 'winner': 'MIA'}, {'date': '2026-06-17', 'predicted_team_runs': 4, 'opponent_runs': 12, 'margin_for_predicted_team': -8, 'winner': 'MIA'}, {'date': '2026-06-16', 'predicted_team_runs': 8, 'opponent_runs': 2, 'margin_for_predicted_team': 6, 'winner': 'PHI'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'PHI', 'confidence': 0.57, 'actual_winner': 'MIA', 'actual_margin': 1, 'path': '20260727_PHI@MIA.json'}]}, 'guardrail_predicted_team': 'PHI', 'guardrail_opponent_team': 'MIA', 'output_pre_simulation_winner': 'MIA', 'output_opponent_team': 'PHI', 'final_score_winner': 'MIA', 'pre_simulation_winner': 'MIA', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'PHI 3 - 4 MIA', 'winner': 'MIA'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'PHI 2 - 3 MIA', 'winner': 'MIA'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -1, 'home_run_delta': -1, 'total_run_delta': -2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0841, 'winner': 'MIA', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_PHI@MIA.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: PHI@MIA.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
PASS	pitch_count	simulation	MIA	PITCH_COUNT_PITCHER_MATCH	MIA pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	MIA	PITCH_COUNT_TOTAL_MATCH	MIA pitch_count_summary total, row sum, and pitching total all match: 137.
PASS	pitch_count	simulation	PHI	PITCH_COUNT_PITCHER_MATCH	PHI pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	PHI	PITCH_COUNT_TOTAL_MATCH	PHI pitch_count_summary total, row sum, and pitching total all match: 144.
PASS	pitching	current	MIA	PITCHING_REALISM	current:MIA pitcher lines pass basic baseball constraints.
PASS	pitching	current	MIA	STARTER_PRESENT	current:MIA includes a starter/opener role.
PASS	pitching	current	PHI	PITCHING_REALISM	current:PHI pitcher lines pass basic baseball constraints.
PASS	pitching	current	PHI	STARTER_PRESENT	current:PHI includes a starter/opener role.
PASS	pitching	simulation	MIA	PITCHING_REALISM	simulation:MIA pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	MIA	STARTER_PRESENT	simulation:MIA includes a starter/opener role.
PASS	pitching	simulation	PHI	PITCHING_REALISM	simulation:PHI pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	PHI	STARTER_PRESENT	simulation:PHI includes a starter/opener role.
PASS	pitching_totals	current	MIA	PITCHING_TOTALS_SUM	current:MIA pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	MIA	PITCHING_TOTALS_SUM	current:MIA pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	PHI	PITCHING_TOTALS_SUM	current:PHI pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	PHI	PITCHING_TOTALS_SUM	current:PHI pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	MIA	PITCHING_TOTALS_SUM	simulation:MIA pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	MIA	PITCHING_TOTALS_SUM	simulation:MIA pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	PHI	PITCHING_TOTALS_SUM	simulation:PHI pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	PHI	PITCHING_TOTALS_SUM	simulation:PHI pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: PHI 2 - 3 MIA.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: PHI 2 - 3 MIA.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: MIA wins 3-2.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=MIA, final=MIA.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.510.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 3/10 (0.300).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 1/10 (0.100).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: MIA wins 3-2.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: MIA wins 2-3.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 2-3.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 2-3, final 2-3 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 5.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: MIA wins 3-2.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	MIA	RECENT_FORM_RANGE	MIA recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	MIA	TEAM_RECENT_RECORD	MIA wins and win_pct agree: 1/10 = 0.100.
PASS	team_recent_performance	current	PHI	RECENT_FORM_RANGE	PHI recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	PHI	TEAM_RECENT_RECORD	PHI wins and win_pct agree: 3/10 = 0.300.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	MIA	BATTING_REALISM	current:MIA hitter lines pass basic baseball constraints.
PASS	batting	current	PHI	BATTING_REALISM	current:PHI hitter lines pass basic baseball constraints.
PASS	batting	simulation	MIA	BATTING_REALISM	simulation:MIA hitter lines pass basic baseball constraints.
PASS	batting	simulation	PHI	BATTING_REALISM	simulation:PHI hitter lines pass basic baseball constraints.
PASS	batting_totals	current	MIA	BATTING_TOTALS_SUM	current:MIA batting totals equal summed player lines.
PASS	batting_totals	current	PHI	BATTING_TOTALS_SUM	current:PHI batting totals equal summed player lines.
PASS	batting_totals	simulation	MIA	BATTING_TOTALS_SUM	simulation:MIA batting totals equal summed player lines.
PASS	batting_totals	simulation	PHI	BATTING_TOTALS_SUM	simulation:PHI batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	MIA	BAT_PITCH_BB_MATCH	simulation:MIA batting walks match PHI pitching: 3.
PASS	boxscore_crosscheck	simulation	MIA	BAT_PITCH_HR_MATCH	simulation:MIA batting home runs match PHI pitching: 1.
PASS	boxscore_crosscheck	simulation	MIA	BAT_PITCH_H_MATCH	simulation:MIA batting hits match PHI pitching: 8.
PASS	boxscore_crosscheck	simulation	MIA	BAT_PITCH_SO_MATCH	simulation:MIA batting strikeouts match PHI pitching: 3.
PASS	boxscore_crosscheck	simulation	MIA	PA_BF_MATCH	simulation:MIA PA=35 matches PHI BF=35.
PASS	boxscore_crosscheck	simulation	MIA	RUNS_MATCH_FINAL	simulation:MIA runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	PHI	BAT_PITCH_BB_MATCH	simulation:PHI batting walks match MIA pitching: 1.
PASS	boxscore_crosscheck	simulation	PHI	BAT_PITCH_HR_MATCH	simulation:PHI batting home runs match MIA pitching: 1.
PASS	boxscore_crosscheck	simulation	PHI	BAT_PITCH_H_MATCH	simulation:PHI batting hits match MIA pitching: 6.
PASS	boxscore_crosscheck	simulation	PHI	BAT_PITCH_SO_MATCH	simulation:PHI batting strikeouts match MIA pitching: 6.
PASS	boxscore_crosscheck	simulation	PHI	PA_BF_MATCH	simulation:PHI PA=34 matches MIA BF=34.
PASS	boxscore_crosscheck	simulation	PHI	RUNS_MATCH_FINAL	simulation:PHI runs match final score and opposing pitching runs: 2.
PASS	cross_schema	cross-schema	MIA	CURRENT_FINALIZED_MATCH_BOX	MIA current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	PHI	CURRENT_FINALIZED_MATCH_BOX	PHI current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	MIA	CURRENT_LINEUP_SHAPE	MIA current lineup has 9 expected positions.
PASS	current_payload	current	MIA	CURRENT_MODEL_ZERO_FALLBACK	MIA current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	MIA	CURRENT_NAMES_PRESENT	MIA current hitter names are populated.
PASS	current_payload	current	MIA	CURRENT_PREDICTIONS_MATCH_FINALIZED	MIA hitter predictions mirror finalized stats.
PASS	current_payload	current	PHI	CURRENT_LINEUP_SHAPE	PHI current lineup has 9 expected positions.
PASS	current_payload	current	PHI	CURRENT_MODEL_ZERO_FALLBACK	PHI current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	PHI	CURRENT_NAMES_PRESENT	PHI current hitter names are populated.
PASS	current_payload	current	PHI	CURRENT_PREDICTIONS_MATCH_FINALIZED	PHI hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.490.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.510.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.510.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.480/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: PHI 6, MIA 8.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: PHI 2 - MIA 3.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: MIA.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for MIA; 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': True, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'PHI', 'opponent_team': 'MIA', 'h2h_net_margin': -3, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 7, 'opponent_runs': 8, 'margin_for_predicted_team': -1, 'winner': 'MIA'}, {'date': '2026-06-17', 'predicted_team_runs': 4, 'opponent_runs': 12, 'margin_for_predicted_team': -8, 'winner': 'MIA'}, {'date': '2026-06-16', 'predicted_team_runs': 8, 'opponent_runs': 2, 'margin_for_predicted_team': 6, 'winner': 'PHI'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'PHI', 'confidence': 0.57, 'actual_winner': 'MIA', 'actual_margin': 1, 'path': '20260727_PHI@MIA.json'}]}, 'guardrail_predicted_team': 'PHI', 'guardrail_opponent_team': 'MIA', 'output_pre_simulation_winner': 'MIA', 'output_opponent_team': 'PHI', 'final_score_winner': 'MIA', 'pre_simulation_winner': 'MIA', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'PHI 3 - 4 MIA', 'winner': 'MIA'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'PHI 2 - 3 MIA', 'winner': 'MIA'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -1, 'home_run_delta': -1, 'total_run_delta': -2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0841, 'winner': 'MIA', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_PHI@MIA.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: PHI@MIA.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
PASS	pitch_count	simulation	MIA	PITCH_COUNT_PITCHER_MATCH	MIA pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	MIA	PITCH_COUNT_TOTAL_MATCH	MIA pitch_count_summary total, row sum, and pitching total all match: 137.
PASS	pitch_count	simulation	PHI	PITCH_COUNT_PITCHER_MATCH	PHI pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	PHI	PITCH_COUNT_TOTAL_MATCH	PHI pitch_count_summary total, row sum, and pitching total all match: 144.
PASS	pitching	current	MIA	PITCHING_REALISM	current:MIA pitcher lines pass basic baseball constraints.
PASS	pitching	current	MIA	STARTER_PRESENT	current:MIA includes a starter/opener role.
PASS	pitching	current	PHI	PITCHING_REALISM	current:PHI pitcher lines pass basic baseball constraints.
PASS	pitching	current	PHI	STARTER_PRESENT	current:PHI includes a starter/opener role.
PASS	pitching	simulation	MIA	PITCHING_REALISM	simulation:MIA pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	MIA	STARTER_PRESENT	simulation:MIA includes a starter/opener role.
PASS	pitching	simulation	PHI	PITCHING_REALISM	simulation:PHI pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	PHI	STARTER_PRESENT	simulation:PHI includes a starter/opener role.
PASS	pitching_totals	current	MIA	PITCHING_TOTALS_SUM	current:MIA pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	MIA	PITCHING_TOTALS_SUM	current:MIA pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	PHI	PITCHING_TOTALS_SUM	current:PHI pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	PHI	PITCHING_TOTALS_SUM	current:PHI pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	MIA	PITCHING_TOTALS_SUM	simulation:MIA pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	MIA	PITCHING_TOTALS_SUM	simulation:MIA pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	PHI	PITCHING_TOTALS_SUM	simulation:PHI pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	PHI	PITCHING_TOTALS_SUM	simulation:PHI pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: PHI 2 - 3 MIA.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: PHI 2 - 3 MIA.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: MIA wins 3-2.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=MIA, final=MIA.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.510.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 3/10 (0.300).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 1/10 (0.100).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: MIA wins 3-2.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: MIA wins 2-3.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 2-3.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 2-3, final 2-3 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 5.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: MIA wins 3-2.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	MIA	RECENT_FORM_RANGE	MIA recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	MIA	TEAM_RECENT_RECORD	MIA wins and win_pct agree: 1/10 = 0.100.
PASS	team_recent_performance	current	PHI	RECENT_FORM_RANGE	PHI recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	PHI	TEAM_RECENT_RECORD	PHI wins and win_pct agree: 3/10 = 0.300.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	MIA	CURRENT_PITCHER_DUPLICATION	MIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	PHI	CURRENT_PITCHER_DUPLICATION	PHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	MIA	CURRENT_FINALIZED_MATCH_BOX	MIA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=8; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=1, sim=3; R: current=2, sim=3; BB: current=0, sim=3; SO: current=8, sim=3).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	MIA	CURRENT_PLAYER_MATCH_BOX	MIA current finalized hitter lines are model predictions and differ from the simulation box score: Xavier Edwards: H current=1 box=0; Kyle Stowers: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Otto Lopez: AB current=5 box=4, H current=1 box=2, SO current=1 box=0; Heriberto Hernández: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Griffin Conine: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Joe Mack: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1, BB current=0 box=1; Liam Hicks: R current=1 box=0; Javier Sanoja: AB current=3 box=4, 2B current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	PHI	CURRENT_FINALIZED_MATCH_BOX	PHI model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=9, sim=6; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=2; R: current=4, sim=2; BB: current=2, sim=1; SO: current=9, sim=6).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	PHI	CURRENT_PLAYER_MATCH_BOX	PHI current finalized hitter lines are model predictions and differ from the simulation box score: Trea Turner: AB current=5 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Bryce Harper: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Brandon Marsh: R current=1 box=0, SO current=1 box=0; Alec Bohm: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; J.T. Realmuto: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Bryson Stott: H current=1 box=3, 3B current=0 box=1, HR current=0 box=1, R current=0 box=1; Gabriel Rincones Jr.: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Kyle Schwarber: AB current=4 box=3, R current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	4.687661647796631	4.506381988525391		Base ML historical model prediction
variance_applied	5	5		Random variance applied (0.9-1.1)
enhanced_prediction	3	4	0.510	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	3	4		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	3	4		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	3	4		Capped at max 12 realistic runs
simulation_result	2	3		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
PHI	0	0	0	0	1	0	0	0	1	2	6
MIA	0	2	0	0	0	0	1	0	0	3	8

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	PHI	batting	34	9	0	0	0	3	4	2	9	0	0	0	0
current	PHI	pitching		8			1		3	3	3					8.0	3	0	0
current	MIA	batting	33	9	0	0	0	1	2	0	8	0	0	0	0
current	MIA	pitching		6			1		2	1	6					9.0	2	0	0
simulation	PHI	batting	32	6	0	1	1	2	2	1	6	1	0
simulation	PHI	pitching		8			1		3	3	3					8.0	3	35	144
simulation	MIA	batting	32	8	2	0	1	3	3	3	3	0	0
simulation	MIA	pitching		6			1		2	1	6					9.0	2	34	137

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	3B	HR	R	RBI	BB	SO	AVG
current	PHI		SS	Trea Turner	0	5	1	0	0	0	1	0	0	1	0.200
current	PHI		1B	Bryce Harper	0	4	1	0	0	0	1	1	1	1	0.250
current	PHI		LF	Brandon Marsh	0	4	1	0	0	0	1	0	0	1	0.250
current	PHI		3B	Alec Bohm	0	4	1	0	0	0	0	1	0	1	0.250
current	PHI		C	J.T. Realmuto	0	3	1	0	0	0	0	0	0	1	0.333
current	PHI		2B	Bryson Stott	0	4	1	0	0	0	0	1	0	1	0.250
current	PHI		RF	Gabriel Rincones Jr.	0	3	1	0	0	0	0	0	0	1	0.333
current	PHI		CF	Justin Crawford	0	3	1	0	0	0	0	0	0	1	0.333
current	PHI		DH	Kyle Schwarber	0	4	1	0	0	0	1	0	1	1	0.250
current	MIA		2B	Xavier Edwards	0	4	1	0	0	0	0	0	0	1	0.250
current	MIA		1B	Kyle Stowers	0	4	1	0	0	0	0	0	0	1	0.250
current	MIA		SS	Otto Lopez	0	5	1	0	0	0	1	0	0	1	0.200
current	MIA		LF	Heriberto Hernández	0	4	1	0	0	0	0	1	0	1	0.250
current	MIA		RF	Griffin Conine	0	3	1	0	0	0	0	0	0	1	0.333
current	MIA		C	Joe Mack	0	3	1	0	0	0	0	0	0	1	0.333
current	MIA		DH	Liam Hicks	0	4	1	0	0	0	1	0	0	1	0.250
current	MIA		3B	Javier Sanoja	0	3	1	0	0	0	0	0	0	0	0.333
current	MIA		CF	Jakob Marsee	0	3	1	0	0	0	0	0	0	1	0.333
simulation	PHI	1	SS	Trea Turner	4	4	0	0	0	0	0	0	0	0	0.000
simulation	PHI	2	DH	Kyle Schwarber	4	3	1	0	0	0	0	0	1	1	0.333
simulation	PHI	3	1B	Bryce Harper	4	4	0	0	0	0	0	0	0	3	0.000
simulation	PHI	4	LF	Brandon Marsh	4	4	1	0	0	0	0	0	0	0	0.250
simulation	PHI	5	3B	Alec Bohm	4	4	0	0	0	0	0	0	0	0	0.000
simulation	PHI	6	2B	Bryson Stott	4	4	3	0	1	1	1	1	0	0	0.750
simulation	PHI	7	C	J.T. Realmuto	4	4	0	0	0	0	0	0	0	0	0.000
simulation	PHI	8	RF	Gabriel Rincones Jr.	3	2	0	0	0	0	1	1	0	1	0.000
simulation	PHI	9	CF	Justin Crawford	3	3	1	0	0	0	0	0	0	1	0.333
simulation	MIA	1	SS	Otto Lopez	4	4	2	0	0	0	1	0	0	0	0.500
simulation	MIA	2	1B	Kyle Stowers	4	4	1	0	0	0	1	1	0	0	0.250
simulation	MIA	3	LF	Heriberto Hernández	4	3	1	1	0	0	0	0	1	0	0.333
simulation	MIA	4	2B	Xavier Edwards	4	4	0	0	0	0	0	0	0	1	0.000
simulation	MIA	5	DH	Liam Hicks	4	4	1	0	0	0	0	0	0	1	0.250
simulation	MIA	6	RF	Griffin Conine	4	4	0	0	0	0	0	0	0	0	0.000
simulation	MIA	7	3B	Javier Sanoja	4	4	1	1	0	0	0	0	0	0	0.250
simulation	MIA	8	C	Joe Mack	4	3	1	0	0	1	1	2	1	1	0.333
simulation	MIA	9	CF	Jakob Marsee	3	2	1	0	0	0	0	0	1	0	0.500

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	PHI	1	Aaron Nola	Starter	5.0	6	3	3	2	1	1	0	0	5.40	5.82	1.45
current	PHI	3	Orion Kerkering	Middle Reliever	1.1	1	0	0	0	0	0	0	0	0.00	2.68	1.21
current	PHI	4	Jhoan Duran	Middle Reliever	1.2	1	0	0	1	2	0	0	0	0.00	1.53	0.93
current	MIA	1	Sandy Alcantara	Starter	6.1	4	0	0	1	4	0	0	0	0.00	4.01	1.23
current	MIA	2	Michael Petersen	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	2.84	1.02
current	MIA	3	Pete Fairbanks	Middle Reliever	1.0	1	1	1	0	1	0	0	0	9.00	7.18	1.47
current	MIA	4	Cade Gibson	Middle Reliever	0.2	1	1	1	0	0	1	0	0	13.50	5.79	1.46
simulation	PHI	1	Aaron Nola	Starter	5.0	6	3	3	2	1	1	23	96	5.40	5.82	1.45
simulation	PHI	2	Jhoan Duran	Middle Reliever	1.2	1	0	0	1	2	0	7	28	0.00	1.53	0.93
simulation	PHI	3	Orion Kerkering	Middle Reliever	1.1	1	0	0	0	0	0	5	20	0.00	2.68	1.21
simulation	MIA	1	Sandy Alcantara	Starter	6.1	4	0	0	1	4	0	24	100	0.00	4.01	1.23
simulation	MIA	2	Pete Fairbanks	Middle Reliever	1.0	1	1	1	0	1	0	4	18	9.00	7.18	1.47
simulation	MIA	3	Michael Petersen	Middle Reliever	1.0	0	0	0	0	1	0	3	15	0.00	2.84	1.02
simulation	MIA	4	Cade Gibson	Middle Reliever	0.2	1	1	1	0	0	1	3	4	13.50	5.79	1.46

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
PHI	Aaron Nola	Starter	5.0	3	6	2	1	23	96
PHI	Orion Kerkering	Middle Reliever	1.1	0	1	0	0	5	20
PHI	Jhoan Duran	Middle Reliever	1.2	0	1	1	2	7	28
MIA	Sandy Alcantara	Starter	6.1	0	4	1	4	24	100
MIA	Michael Petersen	Middle Reliever	1.0	0	0	0	1	3	15
MIA	Pete Fairbanks	Middle Reliever	1.0	1	1	0	1	4	18
MIA	Cade Gibson	Middle Reliever	0.2	1	1	0	0	3	4

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	good	0	1	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_SEA@LAD

20260728_SEA@LAD.json • 2026-07-28

SEA 3 - LAD 5

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	LAD	CURRENT_PITCHER_DUPLICATION	LAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	SEA	CURRENT_PITCHER_DUPLICATION	SEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	LAD	CURRENT_FINALIZED_MATCH_BOX	LAD model-prediction batting totals differ from final simulation box score (AB: current=35, sim=34; H: current=9, sim=10; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=4, sim=5; R: current=8, sim=5; SO: current=9, sim=12; HBP: current=0, sim=1).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	LAD	CURRENT_PLAYER_MATCH_BOX	LAD current finalized hitter lines are model predictions and differ from the simulation box score: Max Muncy: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Freddie Freeman: AB current=4 box=3, 2B current=0 box=1, BB current=1 box=0, HBP current=0 box=1; Andy Pages: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, BB current=0 box=1; Mookie Betts: 2B current=0 box=1, R current=1 box=0; Kyle Tucker: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Tommy Edman: H current=1 box=3, SO current=1 box=0; Teoscar Hernández: H current=1 box=0, R current=1 box=0; Dalton Rushing: AB current=3 box=4, SO current=1 box=3		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	SEA	CURRENT_FINALIZED_MATCH_BOX	SEA model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; HR: current=0, sim=2; RBI: current=1, sim=3; R: current=1, sim=3; BB: current=1, sim=2; SO: current=9, sim=6).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	SEA	CURRENT_PLAYER_MATCH_BOX	SEA current finalized hitter lines are model predictions and differ from the simulation box score: Randy Arozarena: R current=1 box=0, SO current=1 box=0; Cole Young: H current=1 box=0, SO current=1 box=0; Dominic Canzone: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Julio Rodríguez: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Cal Raleigh: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Josh Naylor: SO current=1 box=0; Weston Wilson: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Colt Emerson: AB current=3 box=4, H current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	LAD	BATTING_REALISM	current:LAD hitter lines pass basic baseball constraints.
PASS	batting	current	SEA	BATTING_REALISM	current:SEA hitter lines pass basic baseball constraints.
PASS	batting	simulation	LAD	BATTING_REALISM	simulation:LAD hitter lines pass basic baseball constraints.
PASS	batting	simulation	SEA	BATTING_REALISM	simulation:SEA hitter lines pass basic baseball constraints.
PASS	batting_totals	current	LAD	BATTING_TOTALS_SUM	current:LAD batting totals equal summed player lines.
PASS	batting_totals	current	SEA	BATTING_TOTALS_SUM	current:SEA batting totals equal summed player lines.
PASS	batting_totals	simulation	LAD	BATTING_TOTALS_SUM	simulation:LAD batting totals equal summed player lines.
PASS	batting_totals	simulation	SEA	BATTING_TOTALS_SUM	simulation:SEA batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	LAD	BAT_PITCH_BB_MATCH	simulation:LAD batting walks match SEA pitching: 2.
PASS	boxscore_crosscheck	simulation	LAD	BAT_PITCH_HR_MATCH	simulation:LAD batting home runs match SEA pitching: 2.
PASS	boxscore_crosscheck	simulation	LAD	BAT_PITCH_H_MATCH	simulation:LAD batting hits match SEA pitching: 10.
PASS	boxscore_crosscheck	simulation	LAD	BAT_PITCH_SO_MATCH	simulation:LAD batting strikeouts match SEA pitching: 12.
PASS	boxscore_crosscheck	simulation	LAD	PA_BF_MATCH	simulation:LAD PA=37 matches SEA BF=37.
PASS	boxscore_crosscheck	simulation	LAD	RUNS_MATCH_FINAL	simulation:LAD runs match final score and opposing pitching runs: 5.
PASS	boxscore_crosscheck	simulation	SEA	BAT_PITCH_BB_MATCH	simulation:SEA batting walks match LAD pitching: 2.
PASS	boxscore_crosscheck	simulation	SEA	BAT_PITCH_HR_MATCH	simulation:SEA batting home runs match LAD pitching: 2.
PASS	boxscore_crosscheck	simulation	SEA	BAT_PITCH_H_MATCH	simulation:SEA batting hits match LAD pitching: 6.
PASS	boxscore_crosscheck	simulation	SEA	BAT_PITCH_SO_MATCH	simulation:SEA batting strikeouts match LAD pitching: 6.
PASS	boxscore_crosscheck	simulation	SEA	PA_BF_MATCH	simulation:SEA PA=35 matches LAD BF=35.
PASS	boxscore_crosscheck	simulation	SEA	RUNS_MATCH_FINAL	simulation:SEA runs match final score and opposing pitching runs: 3.
PASS	cross_schema	cross-schema	LAD	CURRENT_FINALIZED_MATCH_BOX	LAD current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	SEA	CURRENT_FINALIZED_MATCH_BOX	SEA current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	LAD	CURRENT_LINEUP_SHAPE	LAD current lineup has 9 expected positions.
PASS	current_payload	current	LAD	CURRENT_MODEL_ZERO_FALLBACK	LAD current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	LAD	CURRENT_NAMES_PRESENT	LAD current hitter names are populated.
PASS	current_payload	current	LAD	CURRENT_PREDICTIONS_MATCH_FINALIZED	LAD hitter predictions mirror finalized stats.
PASS	current_payload	current	SEA	CURRENT_LINEUP_SHAPE	SEA current lineup has 9 expected positions.
PASS	current_payload	current	SEA	CURRENT_MODEL_ZERO_FALLBACK	SEA current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	SEA	CURRENT_NAMES_PRESENT	SEA current hitter names are populated.
PASS	current_payload	current	SEA	CURRENT_PREDICTIONS_MATCH_FINALIZED	SEA hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	No head-to-head rows are present, so no H2H date leakage was detected.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.400.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.600.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.600.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.633/0.847.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: SEA 6, LAD 10.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: SEA 3 - LAD 5.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: LAD.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	No stale repeat-pick pattern detected for LAD.	{'winner_confidence': 0.6, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_SEA@LAD.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: SEA@LAD.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASS	pitch_count	simulation	LAD	PITCH_COUNT_PITCHER_MATCH	LAD pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	LAD	PITCH_COUNT_TOTAL_MATCH	LAD pitch_count_summary total, row sum, and pitching total all match: 139.
PASS	pitch_count	simulation	SEA	PITCH_COUNT_PITCHER_MATCH	SEA pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	SEA	PITCH_COUNT_TOTAL_MATCH	SEA pitch_count_summary total, row sum, and pitching total all match: 160.
PASS	pitching	current	LAD	PITCHING_REALISM	current:LAD pitcher lines pass basic baseball constraints.
PASS	pitching	current	LAD	STARTER_PRESENT	current:LAD includes a starter/opener role.
PASS	pitching	current	SEA	PITCHING_REALISM	current:SEA pitcher lines pass basic baseball constraints.
PASS	pitching	current	SEA	STARTER_PRESENT	current:SEA includes a starter/opener role.
PASS	pitching	simulation	LAD	PITCHING_REALISM	simulation:LAD pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	LAD	STARTER_PRESENT	simulation:LAD includes a starter/opener role.
PASS	pitching	simulation	SEA	PITCHING_REALISM	simulation:SEA pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	SEA	STARTER_PRESENT	simulation:SEA includes a starter/opener role.
PASS	pitching_totals	current	LAD	PITCHING_TOTALS_SUM	current:LAD pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	LAD	PITCHING_TOTALS_SUM	current:LAD pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	SEA	PITCHING_TOTALS_SUM	current:SEA pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	SEA	PITCHING_TOTALS_SUM	current:SEA pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	LAD	PITCHING_TOTALS_SUM	simulation:LAD pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	LAD	PITCHING_TOTALS_SUM	simulation:LAD pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	SEA	PITCHING_TOTALS_SUM	simulation:SEA pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	SEA	PITCHING_TOTALS_SUM	simulation:SEA pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: SEA 3 - 5 LAD.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: SEA 3 - 5 LAD.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: LAD wins 5-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=LAD, final=LAD.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.600.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 4/10 (0.400).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 6/10 (0.600).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: LAD wins 5-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: LAD wins 3-5.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-5.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 8.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: LAD wins 5-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	LAD	RECENT_FORM_RANGE	LAD recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	LAD	TEAM_RECENT_RECORD	LAD wins and win_pct agree: 6/10 = 0.600.
PASS	team_recent_performance	current	SEA	RECENT_FORM_RANGE	SEA recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	SEA	TEAM_RECENT_RECORD	SEA wins and win_pct agree: 3/10 = 0.300.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	LAD	BATTING_REALISM	current:LAD hitter lines pass basic baseball constraints.
PASS	batting	current	SEA	BATTING_REALISM	current:SEA hitter lines pass basic baseball constraints.
PASS	batting	simulation	LAD	BATTING_REALISM	simulation:LAD hitter lines pass basic baseball constraints.
PASS	batting	simulation	SEA	BATTING_REALISM	simulation:SEA hitter lines pass basic baseball constraints.
PASS	batting_totals	current	LAD	BATTING_TOTALS_SUM	current:LAD batting totals equal summed player lines.
PASS	batting_totals	current	SEA	BATTING_TOTALS_SUM	current:SEA batting totals equal summed player lines.
PASS	batting_totals	simulation	LAD	BATTING_TOTALS_SUM	simulation:LAD batting totals equal summed player lines.
PASS	batting_totals	simulation	SEA	BATTING_TOTALS_SUM	simulation:SEA batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	LAD	BAT_PITCH_BB_MATCH	simulation:LAD batting walks match SEA pitching: 2.
PASS	boxscore_crosscheck	simulation	LAD	BAT_PITCH_HR_MATCH	simulation:LAD batting home runs match SEA pitching: 2.
PASS	boxscore_crosscheck	simulation	LAD	BAT_PITCH_H_MATCH	simulation:LAD batting hits match SEA pitching: 10.
PASS	boxscore_crosscheck	simulation	LAD	BAT_PITCH_SO_MATCH	simulation:LAD batting strikeouts match SEA pitching: 12.
PASS	boxscore_crosscheck	simulation	LAD	PA_BF_MATCH	simulation:LAD PA=37 matches SEA BF=37.
PASS	boxscore_crosscheck	simulation	LAD	RUNS_MATCH_FINAL	simulation:LAD runs match final score and opposing pitching runs: 5.
PASS	boxscore_crosscheck	simulation	SEA	BAT_PITCH_BB_MATCH	simulation:SEA batting walks match LAD pitching: 2.
PASS	boxscore_crosscheck	simulation	SEA	BAT_PITCH_HR_MATCH	simulation:SEA batting home runs match LAD pitching: 2.
PASS	boxscore_crosscheck	simulation	SEA	BAT_PITCH_H_MATCH	simulation:SEA batting hits match LAD pitching: 6.
PASS	boxscore_crosscheck	simulation	SEA	BAT_PITCH_SO_MATCH	simulation:SEA batting strikeouts match LAD pitching: 6.
PASS	boxscore_crosscheck	simulation	SEA	PA_BF_MATCH	simulation:SEA PA=35 matches LAD BF=35.
PASS	boxscore_crosscheck	simulation	SEA	RUNS_MATCH_FINAL	simulation:SEA runs match final score and opposing pitching runs: 3.
PASS	cross_schema	cross-schema	LAD	CURRENT_FINALIZED_MATCH_BOX	LAD current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	SEA	CURRENT_FINALIZED_MATCH_BOX	SEA current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	LAD	CURRENT_LINEUP_SHAPE	LAD current lineup has 9 expected positions.
PASS	current_payload	current	LAD	CURRENT_MODEL_ZERO_FALLBACK	LAD current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	LAD	CURRENT_NAMES_PRESENT	LAD current hitter names are populated.
PASS	current_payload	current	LAD	CURRENT_PREDICTIONS_MATCH_FINALIZED	LAD hitter predictions mirror finalized stats.
PASS	current_payload	current	SEA	CURRENT_LINEUP_SHAPE	SEA current lineup has 9 expected positions.
PASS	current_payload	current	SEA	CURRENT_MODEL_ZERO_FALLBACK	SEA current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	SEA	CURRENT_NAMES_PRESENT	SEA current hitter names are populated.
PASS	current_payload	current	SEA	CURRENT_PREDICTIONS_MATCH_FINALIZED	SEA hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	No head-to-head rows are present, so no H2H date leakage was detected.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.400.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.600.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.600.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.633/0.847.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: SEA 6, LAD 10.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: SEA 3 - LAD 5.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: LAD.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	No stale repeat-pick pattern detected for LAD.	{'winner_confidence': 0.6, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_SEA@LAD.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: SEA@LAD.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASS	pitch_count	simulation	LAD	PITCH_COUNT_PITCHER_MATCH	LAD pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	LAD	PITCH_COUNT_TOTAL_MATCH	LAD pitch_count_summary total, row sum, and pitching total all match: 139.
PASS	pitch_count	simulation	SEA	PITCH_COUNT_PITCHER_MATCH	SEA pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	SEA	PITCH_COUNT_TOTAL_MATCH	SEA pitch_count_summary total, row sum, and pitching total all match: 160.
PASS	pitching	current	LAD	PITCHING_REALISM	current:LAD pitcher lines pass basic baseball constraints.
PASS	pitching	current	LAD	STARTER_PRESENT	current:LAD includes a starter/opener role.
PASS	pitching	current	SEA	PITCHING_REALISM	current:SEA pitcher lines pass basic baseball constraints.
PASS	pitching	current	SEA	STARTER_PRESENT	current:SEA includes a starter/opener role.
PASS	pitching	simulation	LAD	PITCHING_REALISM	simulation:LAD pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	LAD	STARTER_PRESENT	simulation:LAD includes a starter/opener role.
PASS	pitching	simulation	SEA	PITCHING_REALISM	simulation:SEA pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	SEA	STARTER_PRESENT	simulation:SEA includes a starter/opener role.
PASS	pitching_totals	current	LAD	PITCHING_TOTALS_SUM	current:LAD pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	LAD	PITCHING_TOTALS_SUM	current:LAD pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	SEA	PITCHING_TOTALS_SUM	current:SEA pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	SEA	PITCHING_TOTALS_SUM	current:SEA pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	LAD	PITCHING_TOTALS_SUM	simulation:LAD pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	LAD	PITCHING_TOTALS_SUM	simulation:LAD pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	SEA	PITCHING_TOTALS_SUM	simulation:SEA pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	SEA	PITCHING_TOTALS_SUM	simulation:SEA pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: SEA 3 - 5 LAD.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: SEA 3 - 5 LAD.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: LAD wins 5-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=LAD, final=LAD.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.600.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 4/10 (0.400).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 6/10 (0.600).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: LAD wins 5-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: LAD wins 3-5.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-5.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 8.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: LAD wins 5-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	LAD	RECENT_FORM_RANGE	LAD recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	LAD	TEAM_RECENT_RECORD	LAD wins and win_pct agree: 6/10 = 0.600.
PASS	team_recent_performance	current	SEA	RECENT_FORM_RANGE	SEA recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	SEA	TEAM_RECENT_RECORD	SEA wins and win_pct agree: 3/10 = 0.300.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	LAD	CURRENT_PITCHER_DUPLICATION	LAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	SEA	CURRENT_PITCHER_DUPLICATION	SEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	LAD	CURRENT_FINALIZED_MATCH_BOX	LAD model-prediction batting totals differ from final simulation box score (AB: current=35, sim=34; H: current=9, sim=10; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=4, sim=5; R: current=8, sim=5; SO: current=9, sim=12; HBP: current=0, sim=1).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	LAD	CURRENT_PLAYER_MATCH_BOX	LAD current finalized hitter lines are model predictions and differ from the simulation box score: Max Muncy: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Freddie Freeman: AB current=4 box=3, 2B current=0 box=1, BB current=1 box=0, HBP current=0 box=1; Andy Pages: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, BB current=0 box=1; Mookie Betts: 2B current=0 box=1, R current=1 box=0; Kyle Tucker: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Tommy Edman: H current=1 box=3, SO current=1 box=0; Teoscar Hernández: H current=1 box=0, R current=1 box=0; Dalton Rushing: AB current=3 box=4, SO current=1 box=3	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	SEA	CURRENT_FINALIZED_MATCH_BOX	SEA model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; HR: current=0, sim=2; RBI: current=1, sim=3; R: current=1, sim=3; BB: current=1, sim=2; SO: current=9, sim=6).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	SEA	CURRENT_PLAYER_MATCH_BOX	SEA current finalized hitter lines are model predictions and differ from the simulation box score: Randy Arozarena: R current=1 box=0, SO current=1 box=0; Cole Young: H current=1 box=0, SO current=1 box=0; Dominic Canzone: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Julio Rodríguez: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Cal Raleigh: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Josh Naylor: SO current=1 box=0; Weston Wilson: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Colt Emerson: AB current=3 box=4, H current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	7.327059745788574	4.420267105102539		Base ML historical model prediction
variance_applied	8	4		Random variance applied (0.9-1.1)
enhanced_prediction	4	3	0.600	Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment	4	4		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	4	5		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	4	5		Capped at max 12 realistic runs
simulation_result	3	5		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
SEA	1	0	0	0	0	0	2	0	0	3	6
LAD	0	2	2	0	1	0	0	0	0	5	10

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	SEA	batting	33	9	0	0	0	1	1	1	9	0	0	0	0
current	SEA	pitching		10			2		5	2	12					8.0	5	0	0
current	LAD	batting	35	9	0	0	0	4	8	2	9	0	0	0	0
current	LAD	pitching		6			2		3	2	6					9.0	3	0	0
simulation	SEA	batting	33	6	0	0	2	3	3	2	6	0	0
simulation	SEA	pitching		10			2		5	2	12					8.0	5	37	160
simulation	LAD	batting	34	10	2	0	2	5	5	2	12	0	1
simulation	LAD	pitching		6			2		3	2	6					9.0	3	35	139

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	HR	R	RBI	BB	SO	HBP	AVG
current	SEA		LF	Randy Arozarena	0	4	1	0	0	1	0	0	1	0	0.250
current	SEA		2B	Cole Young	0	4	1	0	0	0	0	0	1	0	0.250
current	SEA		RF	Dominic Canzone	0	3	1	0	0	0	1	0	1	0	0.333
current	SEA		CF	Julio Rodríguez	0	4	1	0	0	0	0	0	1	0	0.250
current	SEA		C	Cal Raleigh	0	4	1	0	0	0	0	0	1	0	0.250
current	SEA		1B	Josh Naylor	0	4	1	0	0	0	0	0	1	0	0.250
current	SEA		3B	Weston Wilson	0	3	1	0	0	0	0	0	1	0	0.333
current	SEA		SS	Colt Emerson	0	3	1	0	0	0	0	0	1	0	0.333
current	SEA		DH	J.P. Crawford	0	4	1	0	0	0	0	1	1	0	0.250
current	LAD		3B	Max Muncy	0	4	1	0	0	1	1	0	1	0	0.250
current	LAD		DH	Shohei Ohtani	0	4	1	0	0	1	0	1	1	0	0.250
current	LAD		1B	Freddie Freeman	0	4	1	0	0	1	0	1	1	0	0.250
current	LAD		CF	Andy Pages	0	4	1	0	0	1	1	0	1	0	0.250
current	LAD		SS	Mookie Betts	0	4	1	0	0	1	0	0	1	0	0.250
current	LAD		RF	Kyle Tucker	0	4	1	0	0	1	1	0	1	0	0.250
current	LAD		2B	Tommy Edman	0	4	1	0	0	1	1	0	1	0	0.250
current	LAD		LF	Teoscar Hernández	0	4	1	0	0	1	0	0	1	0	0.250
current	LAD		C	Dalton Rushing	0	3	1	0	0	0	0	0	1	0	0.333
simulation	SEA	1	2B	Cole Young	4	4	0	0	0	0	0	0	0	0	0.000
simulation	SEA	2	LF	Randy Arozarena	4	4	1	0	0	0	0	0	0	0	0.250
simulation	SEA	3	CF	Julio Rodríguez	4	4	2	0	1	1	1	0	1	0	0.500
simulation	SEA	4	RF	Dominic Canzone	4	4	1	0	1	1	2	0	1	0	0.250
simulation	SEA	5	C	Cal Raleigh	4	3	0	0	0	0	0	1	1	0	0.000
simulation	SEA	6	1B	Josh Naylor	4	4	1	0	0	0	0	0	0	0	0.250
simulation	SEA	7	3B	Weston Wilson	4	4	0	0	0	0	0	0	2	0	0.000
simulation	SEA	8	SS	Colt Emerson	4	4	0	0	0	0	0	0	1	0	0.000
simulation	SEA	9	SS	J.P. Crawford	3	2	1	0	0	1	0	1	0	0	0.500
simulation	LAD	1	DH	Shohei Ohtani	5	4	1	0	0	1	0	1	1	0	0.250
simulation	LAD	2	CF	Andy Pages	4	3	1	0	1	1	2	1	1	0	0.333
simulation	LAD	3	1B	Freddie Freeman	4	3	1	1	0	1	0	0	1	1	0.333
simulation	LAD	4	3B	Max Muncy	4	4	0	0	0	0	0	0	2	0	0.000
simulation	LAD	5	SS	Mookie Betts	4	4	1	1	0	0	0	0	1	0	0.250
simulation	LAD	6	2B	Tommy Edman	4	4	3	0	0	1	1	0	0	0	0.750
simulation	LAD	7	RF	Kyle Tucker	4	4	2	0	1	1	2	0	2	0	0.500
simulation	LAD	8	LF	Teoscar Hernández	4	4	0	0	0	0	0	0	1	0	0.000
simulation	LAD	9	C	Dalton Rushing	4	4	1	0	0	0	0	0	3	0	0.250

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	SEA	1	Luis Castillo	Starter	5.2	9	5	5	1	9	2	0	0	7.94	4.85	1.33
current	SEA	2	Eduard Bazardo	Middle Reliever	1.1	0	0	0	0	1	0	0	0	0.00	2.93	1.28
current	SEA	3	José A. Ferrer	Middle Reliever	1.0	1	0	0	0	2	0	0	0	0.00	2.72	1.33
current	SEA	5	Andrés Muñoz	Middle Reliever	0.0	0	0	0	1	0	0	0	0		3.38	1.12
current	LAD	1	Justin Wrobleski	Starter	6.2	4	3	3	1	6	2	0	0	4.05	2.62	1.01
current	LAD	2	Evan Phillips	Middle Reliever	2.0	1	0	0	1	0	0	0	0	0.00	6.75	1.35
current	LAD	4	Alex Vesia	Middle Reliever	0.1	1	0	0	0	0	0	0	0	0.00	2.55	1.19
simulation	SEA	1	Luis Castillo	Starter	5.2	9	5	5	1	9	2	27	114	7.94	4.85	1.33
simulation	SEA	2	Andrés Muñoz	Middle Reliever	0.0	0	0	0	1	0	0	2	13		3.38	1.12
simulation	SEA	3	José A. Ferrer	Middle Reliever	1.0	1	0	0	0	2	0	4	16	0.00	2.72	1.33
simulation	SEA	4	Eduard Bazardo	Middle Reliever	1.1	0	0	0	0	1	0	4	17	0.00	2.93	1.28
simulation	LAD	1	Justin Wrobleski	Starter	6.2	4	3	3	1	6	2	25	100	4.05	2.62	1.01
simulation	LAD	2	Evan Phillips	Middle Reliever	2.0	1	0	0	1	0	0	8	25	0.00	6.75	1.35
simulation	LAD	3	Alex Vesia	Middle Reliever	0.1	1	0	0	0	0	0	2	14	0.00	2.55	1.19

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
SEA	Luis Castillo	Starter	5.2	5	9	1	9	27	114
SEA	Eduard Bazardo	Middle Reliever	1.1	0	0	0	1	4	17
SEA	José A. Ferrer	Middle Reliever	1.0	0	1	0	2	4	16
SEA	Andrés Muñoz	Middle Reliever	0.0	0	0	1	0	2	13
LAD	Justin Wrobleski	Starter	6.2	3	4	1	6	25	100
LAD	Evan Phillips	Middle Reliever	2.0	0	1	1	0	8	25
LAD	Alex Vesia	Middle Reliever	0.1	0	1	0	0	2	14

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	good	0	1	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_TEX@TB

20260728_TEX@TB.json • 2026-07-28

TEX 3 - TB 5

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	TB	CURRENT_PITCHER_DUPLICATION	TB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	TEX	CURRENT_PITCHER_DUPLICATION	TEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	TB	CURRENT_FINALIZED_MATCH_BOX	TB model-prediction batting totals differ from final simulation box score (2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=1, sim=5; R: current=3, sim=5; BB: current=1, sim=4; SO: current=8, sim=7).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	TB	CURRENT_PLAYER_MATCH_BOX	TB current finalized hitter lines are model predictions and differ from the simulation box score: Cedric Mullins: H current=1 box=0, BB current=0 box=1; Richie Palacios: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Taylor Walls: H current=1 box=0; Jonathan Aranda: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Hunter Feduccia: AB current=3 box=4, H current=1 box=3, R current=0 box=1, SO current=1 box=0; Jonny DeLuca: AB current=3 box=4, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=4; Junior Caminero: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0; Chandler Simpson: 2B current=0 box=1, R current=0 box=1		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	TEX	CURRENT_FINALIZED_MATCH_BOX	TEX model-prediction batting totals differ from final simulation box score (AB: current=31, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=2, sim=3; BB: current=0, 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.
INFO	current_vs_final	cross-schema	TEX	CURRENT_PLAYER_MATCH_BOX	TEX current finalized hitter lines are model predictions and differ from the simulation box score: Evan Carter: AB current=3 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Nicky Lopez: AB current=3 box=5, H current=1 box=2; Ezequiel Duran: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Jake Burger: HR current=0 box=1, R current=0 box=1; Elias Díaz: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Cameron Cauley: 2B current=0 box=1, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Brandon Nimmo: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Wyatt Langford: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	TB	BATTING_REALISM	current:TB hitter lines pass basic baseball constraints.
PASS	batting	current	TEX	BATTING_REALISM	current:TEX hitter lines pass basic baseball constraints.
PASS	batting	simulation	TB	BATTING_REALISM	simulation:TB hitter lines pass basic baseball constraints.
PASS	batting	simulation	TEX	BATTING_REALISM	simulation:TEX hitter lines pass basic baseball constraints.
PASS	batting_totals	current	TB	BATTING_TOTALS_SUM	current:TB batting totals equal summed player lines.
PASS	batting_totals	current	TEX	BATTING_TOTALS_SUM	current:TEX batting totals equal summed player lines.
PASS	batting_totals	simulation	TB	BATTING_TOTALS_SUM	simulation:TB batting totals equal summed player lines.
PASS	batting_totals	simulation	TEX	BATTING_TOTALS_SUM	simulation:TEX batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	TB	BAT_PITCH_BB_MATCH	simulation:TB batting walks match TEX pitching: 4.
PASS	boxscore_crosscheck	simulation	TB	BAT_PITCH_HR_MATCH	simulation:TB batting home runs match TEX pitching: 1.
PASS	boxscore_crosscheck	simulation	TB	BAT_PITCH_H_MATCH	simulation:TB batting hits match TEX pitching: 9.
PASS	boxscore_crosscheck	simulation	TB	BAT_PITCH_SO_MATCH	simulation:TB batting strikeouts match TEX pitching: 7.
PASS	boxscore_crosscheck	simulation	TB	PA_BF_MATCH	simulation:TB PA=37 matches TEX BF=37.
PASS	boxscore_crosscheck	simulation	TB	RUNS_MATCH_FINAL	simulation:TB runs match final score and opposing pitching runs: 5.
PASS	boxscore_crosscheck	simulation	TEX	BAT_PITCH_BB_MATCH	simulation:TEX batting walks match TB pitching: 3.
PASS	boxscore_crosscheck	simulation	TEX	BAT_PITCH_HR_MATCH	simulation:TEX batting home runs match TB pitching: 3.
PASS	boxscore_crosscheck	simulation	TEX	BAT_PITCH_H_MATCH	simulation:TEX batting hits match TB pitching: 8.
PASS	boxscore_crosscheck	simulation	TEX	BAT_PITCH_SO_MATCH	simulation:TEX batting strikeouts match TB pitching: 6.
PASS	boxscore_crosscheck	simulation	TEX	PA_BF_MATCH	simulation:TEX PA=38 matches TB BF=38.
PASS	boxscore_crosscheck	simulation	TEX	RUNS_MATCH_FINAL	simulation:TEX runs match final score and opposing pitching runs: 3.
PASS	cross_schema	cross-schema	TB	CURRENT_FINALIZED_MATCH_BOX	TB current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	TEX	CURRENT_FINALIZED_MATCH_BOX	TEX current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	TB	CURRENT_LINEUP_SHAPE	TB current lineup has 9 expected positions.
PASS	current_payload	current	TB	CURRENT_MODEL_ZERO_FALLBACK	TB current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	TB	CURRENT_NAMES_PRESENT	TB current hitter names are populated.
PASS	current_payload	current	TB	CURRENT_PREDICTIONS_MATCH_FINALIZED	TB hitter predictions mirror finalized stats.
PASS	current_payload	current	TEX	CURRENT_LINEUP_SHAPE	TEX current lineup has 9 expected positions.
PASS	current_payload	current	TEX	CURRENT_MODEL_ZERO_FALLBACK	TEX current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	TEX	CURRENT_NAMES_PRESENT	TEX current hitter names are populated.
PASS	current_payload	current	TEX	CURRENT_PREDICTIONS_MATCH_FINALIZED	TEX hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	No head-to-head rows are present, so no H2H date leakage was detected.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.403.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.597.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.597.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.480/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: TEX 8, TB 9.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: TEX 3 - TB 5.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: TB.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	No stale repeat-pick pattern detected for TB.	{'winner_confidence': 0.5968097858606976, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_TEX@TB.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: TEX@TB.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 142.
PASS	pitch_count	simulation	TB	PITCH_COUNT_PITCHER_MATCH	TB pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	TB	PITCH_COUNT_TOTAL_MATCH	TB pitch_count_summary total, row sum, and pitching total all match: 142.
PASS	pitch_count	simulation	TEX	PITCH_COUNT_PITCHER_MATCH	TEX pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	TEX	PITCH_COUNT_TOTAL_MATCH	TEX pitch_count_summary total, row sum, and pitching total all match: 160.
PASS	pitching	current	TB	PITCHING_REALISM	current:TB pitcher lines pass basic baseball constraints.
PASS	pitching	current	TB	STARTER_PRESENT	current:TB includes a starter/opener role.
PASS	pitching	current	TEX	PITCHING_REALISM	current:TEX pitcher lines pass basic baseball constraints.
PASS	pitching	current	TEX	STARTER_PRESENT	current:TEX includes a starter/opener role.
PASS	pitching	simulation	TB	PITCHING_REALISM	simulation:TB pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	TB	STARTER_PRESENT	simulation:TB includes a starter/opener role.
PASS	pitching	simulation	TEX	PITCHING_REALISM	simulation:TEX pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	TEX	STARTER_PRESENT	simulation:TEX includes a starter/opener role.
PASS	pitching_totals	current	TB	PITCHING_TOTALS_SUM	current:TB pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	TB	PITCHING_TOTALS_SUM	current:TB pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	TEX	PITCHING_TOTALS_SUM	current:TEX pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	TEX	PITCHING_TOTALS_SUM	current:TEX pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	TB	PITCHING_TOTALS_SUM	simulation:TB pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	TB	PITCHING_TOTALS_SUM	simulation:TB pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	TEX	PITCHING_TOTALS_SUM	simulation:TEX pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	TEX	PITCHING_TOTALS_SUM	simulation:TEX pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: TEX 3 - 5 TB.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: TEX 3 - 5 TB.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: TB wins 5-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=TB, final=TB.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.597.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 5/10 (0.500).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 6/10 (0.600).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: TB wins 5-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: TB wins 3-5.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-5.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 8.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: TB wins 5-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	TB	RECENT_FORM_RANGE	TB recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	TB	TEAM_RECENT_RECORD	TB wins and win_pct agree: 7/10 = 0.700.
PASS	team_recent_performance	current	TEX	RECENT_FORM_RANGE	TEX recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	TEX	TEAM_RECENT_RECORD	TEX wins and win_pct agree: 5/10 = 0.500.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	TB	BATTING_REALISM	current:TB hitter lines pass basic baseball constraints.
PASS	batting	current	TEX	BATTING_REALISM	current:TEX hitter lines pass basic baseball constraints.
PASS	batting	simulation	TB	BATTING_REALISM	simulation:TB hitter lines pass basic baseball constraints.
PASS	batting	simulation	TEX	BATTING_REALISM	simulation:TEX hitter lines pass basic baseball constraints.
PASS	batting_totals	current	TB	BATTING_TOTALS_SUM	current:TB batting totals equal summed player lines.
PASS	batting_totals	current	TEX	BATTING_TOTALS_SUM	current:TEX batting totals equal summed player lines.
PASS	batting_totals	simulation	TB	BATTING_TOTALS_SUM	simulation:TB batting totals equal summed player lines.
PASS	batting_totals	simulation	TEX	BATTING_TOTALS_SUM	simulation:TEX batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	TB	BAT_PITCH_BB_MATCH	simulation:TB batting walks match TEX pitching: 4.
PASS	boxscore_crosscheck	simulation	TB	BAT_PITCH_HR_MATCH	simulation:TB batting home runs match TEX pitching: 1.
PASS	boxscore_crosscheck	simulation	TB	BAT_PITCH_H_MATCH	simulation:TB batting hits match TEX pitching: 9.
PASS	boxscore_crosscheck	simulation	TB	BAT_PITCH_SO_MATCH	simulation:TB batting strikeouts match TEX pitching: 7.
PASS	boxscore_crosscheck	simulation	TB	PA_BF_MATCH	simulation:TB PA=37 matches TEX BF=37.
PASS	boxscore_crosscheck	simulation	TB	RUNS_MATCH_FINAL	simulation:TB runs match final score and opposing pitching runs: 5.
PASS	boxscore_crosscheck	simulation	TEX	BAT_PITCH_BB_MATCH	simulation:TEX batting walks match TB pitching: 3.
PASS	boxscore_crosscheck	simulation	TEX	BAT_PITCH_HR_MATCH	simulation:TEX batting home runs match TB pitching: 3.
PASS	boxscore_crosscheck	simulation	TEX	BAT_PITCH_H_MATCH	simulation:TEX batting hits match TB pitching: 8.
PASS	boxscore_crosscheck	simulation	TEX	BAT_PITCH_SO_MATCH	simulation:TEX batting strikeouts match TB pitching: 6.
PASS	boxscore_crosscheck	simulation	TEX	PA_BF_MATCH	simulation:TEX PA=38 matches TB BF=38.
PASS	boxscore_crosscheck	simulation	TEX	RUNS_MATCH_FINAL	simulation:TEX runs match final score and opposing pitching runs: 3.
PASS	cross_schema	cross-schema	TB	CURRENT_FINALIZED_MATCH_BOX	TB current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	TEX	CURRENT_FINALIZED_MATCH_BOX	TEX current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	TB	CURRENT_LINEUP_SHAPE	TB current lineup has 9 expected positions.
PASS	current_payload	current	TB	CURRENT_MODEL_ZERO_FALLBACK	TB current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	TB	CURRENT_NAMES_PRESENT	TB current hitter names are populated.
PASS	current_payload	current	TB	CURRENT_PREDICTIONS_MATCH_FINALIZED	TB hitter predictions mirror finalized stats.
PASS	current_payload	current	TEX	CURRENT_LINEUP_SHAPE	TEX current lineup has 9 expected positions.
PASS	current_payload	current	TEX	CURRENT_MODEL_ZERO_FALLBACK	TEX current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	TEX	CURRENT_NAMES_PRESENT	TEX current hitter names are populated.
PASS	current_payload	current	TEX	CURRENT_PREDICTIONS_MATCH_FINALIZED	TEX hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	No head-to-head rows are present, so no H2H date leakage was detected.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.403.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.597.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.597.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.480/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: TEX 8, TB 9.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: TEX 3 - TB 5.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: TB.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	No stale repeat-pick pattern detected for TB.	{'winner_confidence': 0.5968097858606976, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_TEX@TB.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: TEX@TB.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 142.
PASS	pitch_count	simulation	TB	PITCH_COUNT_PITCHER_MATCH	TB pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	TB	PITCH_COUNT_TOTAL_MATCH	TB pitch_count_summary total, row sum, and pitching total all match: 142.
PASS	pitch_count	simulation	TEX	PITCH_COUNT_PITCHER_MATCH	TEX pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	TEX	PITCH_COUNT_TOTAL_MATCH	TEX pitch_count_summary total, row sum, and pitching total all match: 160.
PASS	pitching	current	TB	PITCHING_REALISM	current:TB pitcher lines pass basic baseball constraints.
PASS	pitching	current	TB	STARTER_PRESENT	current:TB includes a starter/opener role.
PASS	pitching	current	TEX	PITCHING_REALISM	current:TEX pitcher lines pass basic baseball constraints.
PASS	pitching	current	TEX	STARTER_PRESENT	current:TEX includes a starter/opener role.
PASS	pitching	simulation	TB	PITCHING_REALISM	simulation:TB pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	TB	STARTER_PRESENT	simulation:TB includes a starter/opener role.
PASS	pitching	simulation	TEX	PITCHING_REALISM	simulation:TEX pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	TEX	STARTER_PRESENT	simulation:TEX includes a starter/opener role.
PASS	pitching_totals	current	TB	PITCHING_TOTALS_SUM	current:TB pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	TB	PITCHING_TOTALS_SUM	current:TB pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	TEX	PITCHING_TOTALS_SUM	current:TEX pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	TEX	PITCHING_TOTALS_SUM	current:TEX pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	TB	PITCHING_TOTALS_SUM	simulation:TB pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	TB	PITCHING_TOTALS_SUM	simulation:TB pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	TEX	PITCHING_TOTALS_SUM	simulation:TEX pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	TEX	PITCHING_TOTALS_SUM	simulation:TEX pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: TEX 3 - 5 TB.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: TEX 3 - 5 TB.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: TB wins 5-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=TB, final=TB.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.597.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 5/10 (0.500).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 6/10 (0.600).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: TB wins 5-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: TB wins 3-5.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-5.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 8.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: TB wins 5-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	TB	RECENT_FORM_RANGE	TB recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	TB	TEAM_RECENT_RECORD	TB wins and win_pct agree: 7/10 = 0.700.
PASS	team_recent_performance	current	TEX	RECENT_FORM_RANGE	TEX recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	TEX	TEAM_RECENT_RECORD	TEX wins and win_pct agree: 5/10 = 0.500.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	TB	CURRENT_PITCHER_DUPLICATION	TB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	TEX	CURRENT_PITCHER_DUPLICATION	TEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	TB	CURRENT_FINALIZED_MATCH_BOX	TB model-prediction batting totals differ from final simulation box score (2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=1, sim=5; R: current=3, sim=5; BB: current=1, sim=4; SO: current=8, sim=7).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	TB	CURRENT_PLAYER_MATCH_BOX	TB current finalized hitter lines are model predictions and differ from the simulation box score: Cedric Mullins: H current=1 box=0, BB current=0 box=1; Richie Palacios: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Taylor Walls: H current=1 box=0; Jonathan Aranda: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Hunter Feduccia: AB current=3 box=4, H current=1 box=3, R current=0 box=1, SO current=1 box=0; Jonny DeLuca: AB current=3 box=4, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=4; Junior Caminero: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0; Chandler Simpson: 2B current=0 box=1, R current=0 box=1	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	TEX	CURRENT_FINALIZED_MATCH_BOX	TEX model-prediction batting totals differ from final simulation box score (AB: current=31, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=2, sim=3; BB: current=0, 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.
INFO	current_vs_final	cross-schema	TEX	CURRENT_PLAYER_MATCH_BOX	TEX current finalized hitter lines are model predictions and differ from the simulation box score: Evan Carter: AB current=3 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Nicky Lopez: AB current=3 box=5, H current=1 box=2; Ezequiel Duran: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Jake Burger: HR current=0 box=1, R current=0 box=1; Elias Díaz: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Cameron Cauley: 2B current=0 box=1, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Brandon Nimmo: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Wyatt Langford: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	5.475607872009277	5.115124702453613		Base ML historical model prediction
variance_applied	5	5		Random variance applied (0.9-1.1)
enhanced_prediction	3	4	0.597	Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment	3	3		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	3	4		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	3	4		Capped at max 12 realistic runs
simulation_result	3	5		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
TEX	0	0	1	0	0	1	0	0	1	3	8
TB	0	2	0	0	0	2	1	0	0	5	9

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	TEX	batting	31	9	0	0	0	2	3	0	8	0	0	0	0
current	TEX	pitching		9			1		5	4	7					8.0	5	0	0
current	TB	batting	33	9	0	0	0	1	3	1	8	0	0	0	0
current	TB	pitching		8			3		3	3	6					9.0	3	0	0
simulation	TEX	batting	35	8	1	0	3	3	3	3	6	0	0
simulation	TEX	pitching		9			1		5	4	7					8.0	5	37	160
simulation	TB	batting	33	9	3	0	1	5	5	4	7	0	0
simulation	TB	pitching		8			3		3	3	6					9.0	3	38	142

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	HR	R	RBI	BB	SO	AVG
current	TEX		DH	Evan Carter	0	3	1	0	0	0	0	0	1	0.333
current	TEX		C	Nicky Lopez	0	3	1	0	0	0	0	0	0	0.333
current	TEX		1B	Ezequiel Duran	0	4	1	0	0	1	0	0	1	0.250
current	TEX		2B	Jake Burger	0	4	1	0	0	0	1	0	1	0.250
current	TEX		3B	Elias Díaz	0	3	1	0	0	0	0	0	1	0.333
current	TEX		SS	Cameron Cauley	0	3	1	0	0	1	0	0	1	0.333
current	TEX		LF	Brandon Nimmo	0	4	1	0	0	0	0	0	1	0.250
current	TEX		CF	Wyatt Langford	0	4	1	0	0	1	1	0	1	0.250
current	TEX		RF	Joc Pederson	0	3	1	0	0	0	0	0	1	0.333
current	TB		DH	Cedric Mullins	0	4	1	0	0	0	0	0	1	0.250
current	TB		C	Richie Palacios	0	3	1	0	0	0	0	0	1	0.333
current	TB		1B	Taylor Walls	0	4	1	0	0	0	0	0	1	0.250
current	TB		2B	Jonathan Aranda	0	4	1	0	0	0	0	0	1	0.250
current	TB		3B	Hunter Feduccia	0	3	1	0	0	0	0	0	1	0.333
current	TB		SS	Jonny DeLuca	0	3	1	0	0	1	0	0	1	0.333
current	TB		LF	Junior Caminero	0	4	1	0	0	1	1	1	1	0.250
current	TB		CF	Chandler Simpson	0	4	1	0	0	0	0	0	0	0.250
current	TB		RF	Yandy Díaz	0	4	1	0	0	1	0	0	1	0.250
simulation	TEX	1	CF	Evan Carter	5	5	2	0	1	1	1	0	2	0.400
simulation	TEX	2	2B	Nicky Lopez	5	5	2	0	0	0	0	0	0	0.400
simulation	TEX	3	SS	Ezequiel Duran	4	4	0	0	0	0	0	0	2	0.000
simulation	TEX	4	1B	Jake Burger	4	4	1	0	1	1	1	0	1	0.250
simulation	TEX	5	C	Elias Díaz	4	4	0	0	0	0	0	0	0	0.000
simulation	TEX	6	SS	Cameron Cauley	4	3	1	1	0	0	0	1	0	0.333
simulation	TEX	7	RF	Brandon Nimmo	4	3	1	0	1	1	1	1	1	0.333
simulation	TEX	8	LF	Wyatt Langford	4	4	1	0	0	0	0	0	0	0.250
simulation	TEX	9	DH	Joc Pederson	4	3	0	0	0	0	0	1	0	0.000
simulation	TB	1	CF	Cedric Mullins	5	4	0	0	0	0	0	1	1	0.000
simulation	TB	2	SS	Taylor Walls	4	4	0	0	0	0	0	0	1	0.000
simulation	TB	3	2B	Richie Palacios	4	4	1	0	1	1	1	0	1	0.250
simulation	TB	4	1B	Jonathan Aranda	4	3	0	0	0	0	0	1	2	0.000
simulation	TB	5	C	Hunter Feduccia	4	4	3	0	0	1	0	0	0	0.750
simulation	TB	6	3B	Junior Caminero	4	3	2	0	0	1	0	1	1	0.667
simulation	TB	7	RF	Jonny DeLuca	4	4	2	2	0	1	4	0	0	0.500
simulation	TB	8	LF	Chandler Simpson	4	4	1	1	0	1	0	0	0	0.250
simulation	TB	9	DH	Yandy Díaz	4	3	0	0	0	0	0	1	1	0.000

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	TEX	1	Jacob deGrom	Starter	5.2	3	2	2	4	7	0	0	0	3.18	3.67	1.07
current	TEX	2	Jacob Latz	Middle Reliever	1.1	3	2	2	0	0	0	0	0	13.50	1.12	0.56
current	TEX	3	Peyton Gray	Middle Reliever	1.0	3	1	1	0	0	1	0	0	9.00	3.49	1.24
current	TEX	4	Cole Winn	Middle Reliever	0.0	0	0	0	0	0	0	0	0		6.11	1.36
current	TB	1	Griffin Jax	Starter	5.0	5	1	1	1	4	1	0	0	1.80	3.56	1.17
current	TB	2	Kevin Kelly	Middle Reliever	1.1	0	0	0	1	1	0	0	0	0.00	2.27	0.88
current	TB	3	Bryan Baker	Middle Reliever	1.0	1	1	1	1	0	1	0	0	9.00	1.56	0.84
current	TB	4	Garrett Cleavinger	Middle Reliever	1.0	1	0	0	0	1	0	0	0	0.00	3.48	1.26
current	TB	5	Casey Legumina	Middle Reliever	0.2	1	1	1	0	0	1	0	0	13.50	3.53	1.27
simulation	TEX	1	Jacob deGrom	Starter	5.2	3	2	2	4	7	0	24	99	3.18	3.67	1.07
simulation	TEX	2	Jacob Latz	Middle Reliever	1.1	3	2	2	0	0	0	7	26	13.50	1.12	0.56
simulation	TEX	3	Peyton Gray	Middle Reliever	1.0	3	1	1	0	0	1	6	22	9.00	3.49	1.24
simulation	TEX	4	Cole Winn	Middle Reliever	0.0	0	0	0	0	0	0	0	13		6.11	1.36
simulation	TB	1	Griffin Jax	Starter	5.0	5	1	1	1	4	1	21	82	1.80	3.56	1.17
simulation	TB	2	Bryan Baker	Middle Reliever	1.0	1	1	1	1	0	1	5	20	9.00	1.56	0.84
simulation	TB	3	Kevin Kelly	Middle Reliever	1.1	0	0	0	1	1	0	5	5	0.00	2.27	0.88
simulation	TB	4	Garrett Cleavinger	Middle Reliever	1.0	1	0	0	0	1	0	4	16	0.00	3.48	1.26
simulation	TB	5	Casey Legumina	Middle Reliever	0.2	1	1	1	0	0	1	3	19	13.50	3.53	1.27

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
TEX	Jacob deGrom	Starter	5.2	2	3	4	7	24	99
TEX	Jacob Latz	Middle Reliever	1.1	2	3	0	0	7	26
TEX	Peyton Gray	Middle Reliever	1.0	1	3	0	0	6	22
TEX	Cole Winn	Middle Reliever	0.0	0	0	0	0	0	13
TB	Griffin Jax	Starter	5.0	1	5	1	4	21	82
TB	Kevin Kelly	Middle Reliever	1.1	0	0	1	1	5	5
TB	Bryan Baker	Middle Reliever	1.0	1	1	1	0	5	20
TB	Garrett Cleavinger	Middle Reliever	1.0	0	1	0	1	4	16
TB	Casey Legumina	Middle Reliever	0.2	1	1	0	0	3	19

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	good	0	1	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.

20260728_TOR@WAS

20260728_TOR@WAS.json • 2026-07-28

TOR 3 - WAS 6

WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7

Action summary - what to fix first

Level	Problem group / fix	Count	Teams	Example
WARN	Score Review the listed finding and decide whether to fix the data or downgrade the rule.	0C / 0E / 1W	-	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].

Problems table - exact rows

Severity	Category	Source	Team	Player	Rule	Message	Value	Expected
WARN	score				SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']

All findings - complete audit trail

Severity	Category	Source	Team	Rule	Message	Value	Expected
WARN	score			SCORE_STEP_ORDER	Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].		['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFO	current_payload	current	TOR	CURRENT_PITCHER_DUPLICATION	TOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	WAS	CURRENT_PITCHER_DUPLICATION	WAS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	TOR	CURRENT_FINALIZED_MATCH_BOX	TOR model-prediction batting totals differ from final simulation box score (H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=2, sim=3; R: current=0, sim=3; BB: current=0, sim=3; SO: current=7, sim=10).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	TOR	CURRENT_PLAYER_MATCH_BOX	TOR current finalized hitter lines are model predictions and differ from the simulation box score: Nathan Lukes: H current=1 box=0, SO current=1 box=2; George Springer: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2; Alejandro Kirk: H current=1 box=0, SO current=1 box=2; Ernie Clement: AB current=4 box=3, H current=1 box=0, BB current=0 box=2, SO current=0 box=1; Vladimir Guerrero Jr.: H current=1 box=2, R current=0 box=1; Luis Urías: BB current=0 box=1, SO current=1 box=0; Kazuma Okamoto: 2B current=0 box=1, R current=0 box=1, SO current=1 box=3; Myles Straw: AB current=3 box=4, H current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	WAS	CURRENT_FINALIZED_MATCH_BOX	WAS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=9, sim=10; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=4, sim=6; BB: current=1, sim=2; SO: current=7, sim=10).		New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	WAS	CURRENT_PLAYER_MATCH_BOX	WAS current finalized hitter lines are model predictions and differ from the simulation box score: José Tena: AB current=3 box=4, H current=1 box=2, 3B current=0 box=1, RBI current=0 box=2; CJ Abrams: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=3; James Wood: H current=1 box=2, 2B current=0 box=1, BB current=1 box=0, SO current=1 box=2; Luis García Jr.: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Dylan Crews: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Keibert Ruiz: AB current=3 box=4, H current=1 box=2; Jorbit Vivas: AB current=3 box=4, H current=1 box=0, SO current=0 box=1; Daylen Lile: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0		New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.
PASS	batting	current	TOR	BATTING_REALISM	current:TOR hitter lines pass basic baseball constraints.
PASS	batting	current	WAS	BATTING_REALISM	current:WAS hitter lines pass basic baseball constraints.
PASS	batting	simulation	TOR	BATTING_REALISM	simulation:TOR hitter lines pass basic baseball constraints.
PASS	batting	simulation	WAS	BATTING_REALISM	simulation:WAS hitter lines pass basic baseball constraints.
PASS	batting_totals	current	TOR	BATTING_TOTALS_SUM	current:TOR batting totals equal summed player lines.
PASS	batting_totals	current	WAS	BATTING_TOTALS_SUM	current:WAS batting totals equal summed player lines.
PASS	batting_totals	simulation	TOR	BATTING_TOTALS_SUM	simulation:TOR batting totals equal summed player lines.
PASS	batting_totals	simulation	WAS	BATTING_TOTALS_SUM	simulation:WAS batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	TOR	BAT_PITCH_BB_MATCH	simulation:TOR batting walks match WAS pitching: 3.
PASS	boxscore_crosscheck	simulation	TOR	BAT_PITCH_HR_MATCH	simulation:TOR batting home runs match WAS pitching: 1.
PASS	boxscore_crosscheck	simulation	TOR	BAT_PITCH_H_MATCH	simulation:TOR batting hits match WAS pitching: 7.
PASS	boxscore_crosscheck	simulation	TOR	BAT_PITCH_SO_MATCH	simulation:TOR batting strikeouts match WAS pitching: 10.
PASS	boxscore_crosscheck	simulation	TOR	PA_BF_MATCH	simulation:TOR PA=37 matches WAS BF=37.
PASS	boxscore_crosscheck	simulation	TOR	RUNS_MATCH_FINAL	simulation:TOR runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	WAS	BAT_PITCH_BB_MATCH	simulation:WAS batting walks match TOR pitching: 2.
PASS	boxscore_crosscheck	simulation	WAS	BAT_PITCH_HR_MATCH	simulation:WAS batting home runs match TOR pitching: 1.
PASS	boxscore_crosscheck	simulation	WAS	BAT_PITCH_H_MATCH	simulation:WAS batting hits match TOR pitching: 10.
PASS	boxscore_crosscheck	simulation	WAS	BAT_PITCH_SO_MATCH	simulation:WAS batting strikeouts match TOR pitching: 10.
PASS	boxscore_crosscheck	simulation	WAS	PA_BF_MATCH	simulation:WAS PA=36 matches TOR BF=36.
PASS	boxscore_crosscheck	simulation	WAS	RUNS_MATCH_FINAL	simulation:WAS runs match final score and opposing pitching runs: 6.
PASS	cross_schema	cross-schema	TOR	CURRENT_FINALIZED_MATCH_BOX	TOR current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	WAS	CURRENT_FINALIZED_MATCH_BOX	WAS current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	TOR	CURRENT_LINEUP_SHAPE	TOR current lineup has 9 expected positions.
PASS	current_payload	current	TOR	CURRENT_MODEL_ZERO_FALLBACK	TOR current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	TOR	CURRENT_NAMES_PRESENT	TOR current hitter names are populated.
PASS	current_payload	current	TOR	CURRENT_PREDICTIONS_MATCH_FINALIZED	TOR hitter predictions mirror finalized stats.
PASS	current_payload	current	WAS	CURRENT_LINEUP_SHAPE	WAS current lineup has 9 expected positions.
PASS	current_payload	current	WAS	CURRENT_MODEL_ZERO_FALLBACK	WAS current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	WAS	CURRENT_NAMES_PRESENT	WAS current hitter names are populated.
PASS	current_payload	current	WAS	CURRENT_PREDICTIONS_MATCH_FINALIZED	WAS hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.440.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.560.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.560.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.480/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: TOR 7, WAS 10.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: TOR 3 - WAS 6.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: WAS.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for WAS; cap=0.56, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result.	{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'WAS', 'opponent_team': 'TOR', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'TOR'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'WAS', 'confidence': 0.66, 'actual_winner': 'TOR', 'actual_margin': 1, 'path': '20260727_TOR@WAS.json'}]}, 'guardrail_predicted_team': 'WAS', 'guardrail_opponent_team': 'TOR', 'output_pre_simulation_winner': 'WAS', 'output_opponent_team': 'TOR', 'final_score_winner': 'WAS', 'pre_simulation_winner': 'WAS', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'TOR 3 - 5 WAS', 'winner': 'WAS'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 6, 'score_text': 'TOR 3 - 6 WAS', 'winner': 'WAS'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 1, 'total_run_delta': 1, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 3, 'winner_quality_edge': 0.9112, 'winner': 'WAS', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_TOR@WAS.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: TOR@WAS.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count	simulation	TOR	PITCH_COUNT_PITCHER_MATCH	TOR pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	TOR	PITCH_COUNT_TOTAL_MATCH	TOR pitch_count_summary total, row sum, and pitching total all match: 155.
PASS	pitch_count	simulation	WAS	PITCH_COUNT_PITCHER_MATCH	WAS pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	WAS	PITCH_COUNT_TOTAL_MATCH	WAS pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitching	current	TOR	PITCHING_REALISM	current:TOR pitcher lines pass basic baseball constraints.
PASS	pitching	current	TOR	STARTER_PRESENT	current:TOR includes a starter/opener role.
PASS	pitching	current	WAS	PITCHING_REALISM	current:WAS pitcher lines pass basic baseball constraints.
PASS	pitching	current	WAS	STARTER_PRESENT	current:WAS includes a starter/opener role.
PASS	pitching	simulation	TOR	PITCHING_REALISM	simulation:TOR pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	TOR	STARTER_PRESENT	simulation:TOR includes a starter/opener role.
PASS	pitching	simulation	WAS	PITCHING_REALISM	simulation:WAS pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	WAS	STARTER_PRESENT	simulation:WAS includes a starter/opener role.
PASS	pitching_totals	current	TOR	PITCHING_TOTALS_SUM	current:TOR pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	TOR	PITCHING_TOTALS_SUM	current:TOR pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	WAS	PITCHING_TOTALS_SUM	current:WAS pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	WAS	PITCHING_TOTALS_SUM	current:WAS pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	TOR	PITCHING_TOTALS_SUM	simulation:TOR pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	TOR	PITCHING_TOTALS_SUM	simulation:TOR pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	WAS	PITCHING_TOTALS_SUM	simulation:WAS pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	WAS	PITCHING_TOTALS_SUM	simulation:WAS pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: TOR 3 - 6 WAS.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: TOR 3 - 6 WAS.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: WAS wins 6-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=WAS, final=WAS.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.560.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 4/10 (0.400).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 6/10 (0.600).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: WAS wins 6-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: WAS wins 3-6.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-6.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 9.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: WAS wins 6-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	TOR	RECENT_FORM_RANGE	TOR recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	TOR	TEAM_RECENT_RECORD	TOR wins and win_pct agree: 3/10 = 0.300.
PASS	team_recent_performance	current	WAS	RECENT_FORM_RANGE	WAS recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	WAS	TEAM_RECENT_RECORD	WAS wins and win_pct agree: 6/10 = 0.600.

Passed checks

Severity	Category	Source	Team	Rule	Message	Value	Expected
PASS	batting	current	TOR	BATTING_REALISM	current:TOR hitter lines pass basic baseball constraints.
PASS	batting	current	WAS	BATTING_REALISM	current:WAS hitter lines pass basic baseball constraints.
PASS	batting	simulation	TOR	BATTING_REALISM	simulation:TOR hitter lines pass basic baseball constraints.
PASS	batting	simulation	WAS	BATTING_REALISM	simulation:WAS hitter lines pass basic baseball constraints.
PASS	batting_totals	current	TOR	BATTING_TOTALS_SUM	current:TOR batting totals equal summed player lines.
PASS	batting_totals	current	WAS	BATTING_TOTALS_SUM	current:WAS batting totals equal summed player lines.
PASS	batting_totals	simulation	TOR	BATTING_TOTALS_SUM	simulation:TOR batting totals equal summed player lines.
PASS	batting_totals	simulation	WAS	BATTING_TOTALS_SUM	simulation:WAS batting totals equal summed player lines.
PASS	boxscore_crosscheck	simulation	TOR	BAT_PITCH_BB_MATCH	simulation:TOR batting walks match WAS pitching: 3.
PASS	boxscore_crosscheck	simulation	TOR	BAT_PITCH_HR_MATCH	simulation:TOR batting home runs match WAS pitching: 1.
PASS	boxscore_crosscheck	simulation	TOR	BAT_PITCH_H_MATCH	simulation:TOR batting hits match WAS pitching: 7.
PASS	boxscore_crosscheck	simulation	TOR	BAT_PITCH_SO_MATCH	simulation:TOR batting strikeouts match WAS pitching: 10.
PASS	boxscore_crosscheck	simulation	TOR	PA_BF_MATCH	simulation:TOR PA=37 matches WAS BF=37.
PASS	boxscore_crosscheck	simulation	TOR	RUNS_MATCH_FINAL	simulation:TOR runs match final score and opposing pitching runs: 3.
PASS	boxscore_crosscheck	simulation	WAS	BAT_PITCH_BB_MATCH	simulation:WAS batting walks match TOR pitching: 2.
PASS	boxscore_crosscheck	simulation	WAS	BAT_PITCH_HR_MATCH	simulation:WAS batting home runs match TOR pitching: 1.
PASS	boxscore_crosscheck	simulation	WAS	BAT_PITCH_H_MATCH	simulation:WAS batting hits match TOR pitching: 10.
PASS	boxscore_crosscheck	simulation	WAS	BAT_PITCH_SO_MATCH	simulation:WAS batting strikeouts match TOR pitching: 10.
PASS	boxscore_crosscheck	simulation	WAS	PA_BF_MATCH	simulation:WAS PA=36 matches TOR BF=36.
PASS	boxscore_crosscheck	simulation	WAS	RUNS_MATCH_FINAL	simulation:WAS runs match final score and opposing pitching runs: 6.
PASS	cross_schema	cross-schema	TOR	CURRENT_FINALIZED_MATCH_BOX	TOR current pitcher projected totals match final simulation pitching box score.
PASS	cross_schema	cross-schema	WAS	CURRENT_FINALIZED_MATCH_BOX	WAS current pitcher projected totals match final simulation pitching box score.
PASS	current_payload	current	TOR	CURRENT_LINEUP_SHAPE	TOR current lineup has 9 expected positions.
PASS	current_payload	current	TOR	CURRENT_MODEL_ZERO_FALLBACK	TOR current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	TOR	CURRENT_NAMES_PRESENT	TOR current hitter names are populated.
PASS	current_payload	current	TOR	CURRENT_PREDICTIONS_MATCH_FINALIZED	TOR hitter predictions mirror finalized stats.
PASS	current_payload	current	WAS	CURRENT_LINEUP_SHAPE	WAS current lineup has 9 expected positions.
PASS	current_payload	current	WAS	CURRENT_MODEL_ZERO_FALLBACK	WAS current model fallback usage is limited: 0/9 hitters.
PASS	current_payload	current	WAS	CURRENT_NAMES_PRESENT	WAS current hitter names are populated.
PASS	current_payload	current	WAS	CURRENT_PREDICTIONS_MATCH_FINALIZED	WAS hitter predictions mirror finalized stats.
PASS	data_leakage			H2H_DATA_LEAKAGE	All head-to-head rows are dated before the prediction game date.
PASS	enhanced_prediction			CONFIDENCE_RANGE	Home + away win probabilities sum to approximately 1.0.
PASS	enhanced_prediction			CONFIDENCE_RANGE	away_win_probability is in [0,1]: 0.440.
PASS	enhanced_prediction			CONFIDENCE_RANGE	confidence is in [0,1]: 0.560.
PASS	enhanced_prediction			CONFIDENCE_RANGE	home_win_probability is in [0,1]: 0.560.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Final total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score analysis factors are non-negative.
PASS	enhanced_prediction			LOW_SCORE_ANALYSIS	Low-score probability/confidence are valid: 0.480/0.666.
PASS	innings			INNINGS_COUNT	inning_by_inning_summary contains 9 innings.
PASS	innings			INNING_OUTS	Inning 9 home marked not_played with empty stats.
PASS	innings			INNING_PLAY_SUMS	Detailed play totals match every half-inning line.
PASS	innings			INNING_SEQUENCE	Inning numbers are sequential.
PASS	innings			INNING_TOTAL_HITS	Inning hits match batting totals: TOR 7, WAS 10.
PASS	innings			INNING_TOTAL_RUNS	Inning runs sum to final score: TOR 3 - WAS 6.
PASS	matchup_recency			GUARDRAIL_FINAL_WINNER_SYNC	Guardrail predicted_team matches final predicted winner: WAS.
PASS	matchup_recency			MATCHUP_RECENCY_GUARDRAIL	Matchup recency guardrail applied for WAS; cap=0.56, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result.	{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'WAS', 'opponent_team': 'TOR', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-27', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'TOR'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-27', 'predicted_team': 'WAS', 'confidence': 0.66, 'actual_winner': 'TOR', 'actual_margin': 1, 'path': '20260727_TOR@WAS.json'}]}, 'guardrail_predicted_team': 'WAS', 'guardrail_opponent_team': 'TOR', 'output_pre_simulation_winner': 'WAS', 'output_opponent_team': 'TOR', 'final_score_winner': 'WAS', 'pre_simulation_winner': 'WAS', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'TOR 3 - 5 WAS', 'winner': 'WAS'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 6, 'score_text': 'TOR 3 - 6 WAS', 'winner': 'WAS'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 1, 'total_run_delta': 1, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'reconciled_final_score', 'final_prediction_source': 'simulation_reconciled_final', 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 3, 'winner_quality_edge': 0.9112, 'winner': 'WAS', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASS	metadata			DATE_PARSE	Date is valid ISO format: 2026-07-28.
PASS	metadata			FILENAME_GAME_ID_MATCH	Filename matches game_id: 20260728_TOR@WAS.
PASS	metadata			FILENAME_TEAM_MATCH	Filename teams match JSON teams: TOR@WAS.
PASS	pitch_by_pitch			PITCH_DETAIL_SANITY	Pitch-by-pitch speeds and zones are within sanity ranges.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	away pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
PASS	pitch_count			PITCH_COUNT_TOTAL_MATCH	home pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASS	pitch_count	simulation	TOR	PITCH_COUNT_PITCHER_MATCH	TOR pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	TOR	PITCH_COUNT_TOTAL_MATCH	TOR pitch_count_summary total, row sum, and pitching total all match: 155.
PASS	pitch_count	simulation	WAS	PITCH_COUNT_PITCHER_MATCH	WAS pitch_count_summary pitcher rows match pitching box score.
PASS	pitch_count	simulation	WAS	PITCH_COUNT_TOTAL_MATCH	WAS pitch_count_summary total, row sum, and pitching total all match: 147.
PASS	pitching	current	TOR	PITCHING_REALISM	current:TOR pitcher lines pass basic baseball constraints.
PASS	pitching	current	TOR	STARTER_PRESENT	current:TOR includes a starter/opener role.
PASS	pitching	current	WAS	PITCHING_REALISM	current:WAS pitcher lines pass basic baseball constraints.
PASS	pitching	current	WAS	STARTER_PRESENT	current:WAS includes a starter/opener role.
PASS	pitching	simulation	TOR	PITCHING_REALISM	simulation:TOR pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	TOR	STARTER_PRESENT	simulation:TOR includes a starter/opener role.
PASS	pitching	simulation	WAS	PITCHING_REALISM	simulation:WAS pitcher lines pass basic baseball constraints.
PASS	pitching	simulation	WAS	STARTER_PRESENT	simulation:WAS includes a starter/opener role.
PASS	pitching_totals	current	TOR	PITCHING_TOTALS_SUM	current:TOR pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	current	TOR	PITCHING_TOTALS_SUM	current:TOR pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	current	WAS	PITCHING_TOTALS_SUM	current:WAS pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	current	WAS	PITCHING_TOTALS_SUM	current:WAS pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	TOR	PITCHING_TOTALS_SUM	simulation:TOR pitching IP total matches pitcher sum: 8.0.
PASS	pitching_totals	simulation	TOR	PITCHING_TOTALS_SUM	simulation:TOR pitching totals equal summed pitcher lines for available fields.
PASS	pitching_totals	simulation	WAS	PITCHING_TOTALS_SUM	simulation:WAS pitching IP total matches pitcher sum: 9.0.
PASS	pitching_totals	simulation	WAS	PITCHING_TOTALS_SUM	simulation:WAS pitching totals equal summed pitcher lines for available fields.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Enhanced AI score matches enhanced target: TOR 3 - 6 WAS.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation score matches final score: TOR 3 - 6 WAS.
PASS	prediction_comparison			PREDICTION_COMPARISON_MATCH	Inning simulation winner matches final score: WAS wins 6-3.
PASS	prediction_comparison			SIMULATION_WINNER_FLIP_TRACE	No simulation winner reversal: pre=WAS, final=WAS.
PASS	probability			CONFIDENCE_RANGE	Enhanced target confidence is in range: 0.560.
PASS	recent_form			RECENT_FORM_RANGE	away recent_form record is coherent: 4/10 (0.400).
PASS	recent_form			RECENT_FORM_RANGE	home recent_form record is coherent: 6/10 (0.600).
PASS	report			REPORT_COMPLETE	All findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASS	schema			SCHEMA_ROOTS_PRESENT	Both major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASS	score			GAME_SUMMARY_MATCH	game_summary is consistent: WAS wins 6-3.
PASS	score			SCORE_NO_TIE	Final score has a clear winner: WAS wins 3-6.
PASS	score			SCORE_STEP_FINAL_MATCH	simulation_result step matches final score: 3-6.
PASS	score			TARGET_SCORE_DRIFT	Final score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASS	score			TOTAL_RUNS_MATCH	total_runs field matches final score total: 9.
PASS	score			WINNER_FIELD_MATCH	winner field is consistent: WAS wins 6-3.
PASS	score	cross-schema		CURRENT_SCORE_MATCHES_SIM	game.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.
PASS	team_recent_performance	current	TOR	RECENT_FORM_RANGE	TOR recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	TOR	TEAM_RECENT_RECORD	TOR wins and win_pct agree: 3/10 = 0.300.
PASS	team_recent_performance	current	WAS	RECENT_FORM_RANGE	WAS recent hitting/pitching rates are in valid ranges.
PASS	team_recent_performance	current	WAS	TEAM_RECENT_RECORD	WAS wins and win_pct agree: 6/10 = 0.600.

Info/context findings

Severity	Category	Source	Team	Rule	Message	Expected
INFO	current_payload	current	TOR	CURRENT_PITCHER_DUPLICATION	TOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_payload	current	WAS	CURRENT_PITCHER_DUPLICATION	WAS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFO	current_vs_final	cross-schema	TOR	CURRENT_FINALIZED_MATCH_BOX	TOR model-prediction batting totals differ from final simulation box score (H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=2, sim=3; R: current=0, sim=3; BB: current=0, sim=3; SO: current=7, sim=10).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	TOR	CURRENT_PLAYER_MATCH_BOX	TOR current finalized hitter lines are model predictions and differ from the simulation box score: Nathan Lukes: H current=1 box=0, SO current=1 box=2; George Springer: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2; Alejandro Kirk: H current=1 box=0, SO current=1 box=2; Ernie Clement: AB current=4 box=3, H current=1 box=0, BB current=0 box=2, SO current=0 box=1; Vladimir Guerrero Jr.: H current=1 box=2, R current=0 box=1; Luis Urías: BB current=0 box=1, SO current=1 box=0; Kazuma Okamoto: 2B current=0 box=1, R current=0 box=1, SO current=1 box=3; Myles Straw: AB current=3 box=4, H current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	current_vs_final	cross-schema	WAS	CURRENT_FINALIZED_MATCH_BOX	WAS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=9, sim=10; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=4, sim=6; BB: current=1, sim=2; SO: current=7, sim=10).	New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFO	current_vs_final	cross-schema	WAS	CURRENT_PLAYER_MATCH_BOX	WAS current finalized hitter lines are model predictions and differ from the simulation box score: José Tena: AB current=3 box=4, H current=1 box=2, 3B current=0 box=1, RBI current=0 box=2; CJ Abrams: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=3; James Wood: H current=1 box=2, 2B current=0 box=1, BB current=1 box=0, SO current=1 box=2; Luis García Jr.: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Dylan Crews: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Keibert Ruiz: AB current=3 box=4, H current=1 box=2; Jorbit Vivas: AB current=3 box=4, H current=1 box=0, SO current=0 box=1; Daylen Lile: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0	New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFO	score_reconciliation			RECONCILIATION_PROPAGATION	No score_target_reconciliation step was used for this game.

Score evolution

step	away_runs	home_runs	confidence	description
historical_ml	6.789846420288086	6.151061058044434		Base ML historical model prediction
variance_applied	7	6		Random variance applied (0.9-1.1)
enhanced_prediction	3	5	0.560	Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment	3	5		Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review	3	5		Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target	3	5		Capped at max 12 realistic runs
simulation_result	3	6		Final inning-by-inning simulation result

Inning-by-inning linescore

team	1	2	3	4	5	6	7	8	9	R	H
TOR	0	0	0	1	0	1	0	1	0	3	7
WAS	1	1	0	4	0	0	0	0	0	6	10

Team totals - current + final simulation

src	team	type	AB	H	2B	3B	HR	RBI	R	BB	SO	SF	HBP	SB	CS	IP	ER	BF	Pitches
current	TOR	batting	34	9	0	0	0	2	0	0	7	0	0	0	0
current	TOR	pitching		10			1		6	2	10					8.0	6	0	0
current	WAS	batting	31	9	0	0	0	4	6	1	7	0	0	0	0
current	WAS	pitching		7			1		3	3	10					9.0	3	0	0
simulation	TOR	batting	34	7	2	0	1	3	3	3	10	0	0
simulation	TOR	pitching		10			1		6	2	10					8.0	6	36	155
simulation	WAS	batting	34	10	2	1	1	6	6	2	10	0	0
simulation	WAS	pitching		7			1		3	3	10					9.0	3	37	147

Batting lines - current + final simulation

src	team	order	pos	name	PA	AB	H	2B	3B	HR	R	RBI	BB	SO	AVG
current	TOR		RF	Nathan Lukes	0	4	1	0	0	0	0	0	0	1	0.250
current	TOR		DH	George Springer	0	4	1	0	0	0	0	1	0	1	0.250
current	TOR		C	Alejandro Kirk	0	4	1	0	0	0	0	0	0	1	0.250
current	TOR		SS	Ernie Clement	0	4	1	0	0	0	0	0	0	0	0.250
current	TOR		1B	Vladimir Guerrero Jr.	0	4	1	0	0	0	0	0	0	1	0.250
current	TOR		2B	Luis Urías	0	3	1	0	0	0	0	0	0	1	0.333
current	TOR		3B	Kazuma Okamoto	0	4	1	0	0	0	0	1	0	1	0.250
current	TOR		CF	Daulton Varsho	0	4	1	0	0	0	0	0	0	1	0.250
current	TOR		LF	Myles Straw	0	3	1	0	0	0	0	0	0	0	0.333
current	WAS		DH	José Tena	0	3	1	0	0	0	0	0	0	1	0.333
current	WAS		SS	CJ Abrams	0	4	1	0	0	0	1	1	0	1	0.250
current	WAS		RF	James Wood	0	4	1	0	0	0	1	1	1	1	0.250
current	WAS		1B	Luis García Jr.	0	3	1	0	0	0	0	0	0	1	0.333
current	WAS		CF	Dylan Crews	0	4	1	0	0	0	1	1	0	1	0.250
current	WAS		C	Keibert Ruiz	0	3	1	0	0	0	1	0	0	0	0.333
current	WAS		3B	Jorbit Vivas	0	3	1	0	0	0	0	0	0	0	0.333
current	WAS		LF	Daylen Lile	0	4	1	0	0	0	1	1	0	1	0.250
current	WAS		2B	Nasim Nuñez	0	3	1	0	0	0	1	0	0	1	0.333
simulation	TOR	1	SS	Ernie Clement	5	3	0	0	0	0	0	0	2	1	0.000
simulation	TOR	2	RF	Nathan Lukes	4	4	0	0	0	0	0	0	0	2	0.000
simulation	TOR	3	1B	Vladimir Guerrero Jr.	4	4	2	0	0	0	1	0	0	1	0.500
simulation	TOR	4	DH	George Springer	4	4	2	1	0	1	1	2	0	0	0.500
simulation	TOR	5	C	Alejandro Kirk	4	4	0	0	0	0	0	0	0	2	0.000
simulation	TOR	6	3B	Kazuma Okamoto	4	4	1	1	0	0	1	1	0	3	0.250
simulation	TOR	7	CF	Daulton Varsho	4	4	1	0	0	0	0	0	0	1	0.250
simulation	TOR	8	2B	Luis Urías	4	3	1	0	0	0	0	0	1	0	0.333
simulation	TOR	9	LF	Myles Straw	4	4	0	0	0	0	0	0	0	0	0.000
simulation	WAS	1	RF	James Wood	4	4	2	1	0	0	1	1	0	2	0.500
simulation	WAS	2	1B	Luis García Jr.	4	4	1	0	0	1	1	1	0	0	0.250
simulation	WAS	3	DH	José Tena	4	4	2	0	1	0	1	2	0	1	0.500
simulation	WAS	4	SS	CJ Abrams	4	4	0	0	0	0	0	0	0	3	0.000
simulation	WAS	5	CF	Dylan Crews	4	3	0	0	0	0	0	0	1	3	0.000
simulation	WAS	6	LF	Daylen Lile	4	4	2	1	0	0	1	1	0	0	0.500
simulation	WAS	7	C	Keibert Ruiz	4	4	2	0	0	0	1	0	0	0	0.500
simulation	WAS	8	3B	Jorbit Vivas	4	4	0	0	0	0	0	0	0	1	0.000
simulation	WAS	9	2B	Nasim Nuñez	4	3	1	0	0	0	1	1	1	0	0.333

Pitching lines - current + final simulation

src	team	order	name	role	IP	H	R	ER	BB	SO	HR	BF	Pitches	sim_ERA	season_ERA	season_WHIP
current	TOR	1	Shane Bieber	Starter	5.0	9	6	6	1	7	1	0	0	10.80	4.70	1.43
current	TOR	2	Louis Varland	Middle Reliever	1.0	0	0	0	0	1	0	0	0	0.00	1.04	0.94
current	TOR	3	Tyler Rogers	Middle Reliever	1.0	0	0	0	1	1	0	0	0	0.00	1.54	1.09
current	TOR	4	Braydon Fisher	Middle Reliever	0.2	1	0	0	0	0	0	0	0	0.00	4.15	1.25
current	TOR	5	Jeff Hoffman	Middle Reliever	0.1	0	0	0	0	1	0	0	0	0.00	4.30	1.43
current	WAS	1	Cade Cavalli	Starter	5.1	5	2	2	2	7	1	0	0	3.38	3.58	1.29
current	WAS	2	Clayton Beeter	Middle Reliever	1.1	0	0	0	1	1	0	0	0	0.00	3.13	1.20
current	WAS	3	Orlando Ribalta	Middle Reliever	1.0	2	1	1	0	1	0	0	0	9.00	3.64	1.21
current	WAS	4	Tom Cosgrove	Middle Reliever	1.1	0	0	0	0	1	0	0	0	0.00	1.50	1.33
simulation	TOR	1	Shane Bieber	Starter	5.0	9	6	6	1	7	1	25	94	10.80	4.70	1.43
simulation	TOR	2	Louis Varland	Middle Reliever	1.0	0	0	0	0	1	0	3	16	0.00	1.04	0.94
simulation	TOR	3	Tyler Rogers	Middle Reliever	1.0	0	0	0	1	1	0	4	17	0.00	1.54	1.09
simulation	TOR	4	Jeff Hoffman	Middle Reliever	0.1	0	0	0	0	1	0	1	12	0.00	4.30	1.43
simulation	TOR	5	Braydon Fisher	Middle Reliever	0.2	1	0	0	0	0	0	3	16	0.00	4.15	1.25
simulation	WAS	1	Cade Cavalli	Starter	5.1	5	2	2	2	7	1	23	90	3.38	3.58	1.29
simulation	WAS	2	Clayton Beeter	Middle Reliever	1.1	0	0	0	1	1	0	5	21	0.00	3.13	1.20
simulation	WAS	3	Orlando Ribalta	Middle Reliever	1.0	2	1	1	0	1	0	5	19	9.00	3.64	1.21
simulation	WAS	4	Tom Cosgrove	Middle Reliever	1.1	0	0	0	0	1	0	4	17	0.00	1.50	1.33

Pitch count summary

team	pitcher	role	IP	R	H	BB	SO	BF	Pitches
TOR	Shane Bieber	Starter	5.0	6	9	1	7	25	94
TOR	Louis Varland	Middle Reliever	1.0	0	0	0	1	3	16
TOR	Tyler Rogers	Middle Reliever	1.0	0	0	1	1	4	17
TOR	Braydon Fisher	Middle Reliever	0.2	0	1	0	0	3	16
TOR	Jeff Hoffman	Middle Reliever	0.1	0	0	0	1	1	12
WAS	Cade Cavalli	Starter	5.1	2	5	2	7	23	90
WAS	Clayton Beeter	Middle Reliever	1.1	0	0	1	1	5	21
WAS	Orlando Ribalta	Middle Reliever	1.0	1	2	0	1	5	19
WAS	Tom Cosgrove	Middle Reliever	1.1	0	0	0	1	4	17

Audit rule catalog

rule	status	warning	pass	description
BATTING_REALISM	good	0	4	Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUM	good	0	4	Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCH	good	0	2	Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCH	good	0	2	Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCH	good	0	2	Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCH	good	0	2	Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGE	good	0	5	Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOX	info	0	2	Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPE	good	0	2	Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACK	good	0	2	Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENT	good	0	2	Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATION	info	0	0	Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOX	info	0	0	Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZED	good	0	2	Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIM	good	0	1	game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSE	good	0	1	Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCH	good	0	1	Filename and game_id identify the same game.
FILENAME_TEAM_MATCH	good	0	1	Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCH	good	0	1	game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNC	good	0	1	Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGE	good	0	1	Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNT	good	0	1	Inning count is valid for MLB.
INNING_OUTS	good	0	1	Each played half inning has valid outs.
INNING_PLAY_SUMS	good	0	1	Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCE	good	0	1	Innings are sequential and unique.
INNING_TOTAL_HITS	good	0	1	Inning hits sum to batting team hits.
INNING_TOTAL_RUNS	good	0	1	Inning runs sum to final score.
LOW_SCORE_ANALYSIS	good	0	3	Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAIL	good	0	1	Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCH	good	0	2	Team plate appearances match opposing batters faced.
PITCHING_REALISM	good	0	4	Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUM	good	0	8	Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCH	good	0	2	Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCH	good	0	4	Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITY	good	0	1	Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCH	good	0	3	prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGE	good	0	4	Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATION	info	0	0	When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETE	good	0	1	Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORT	not triggered	0	0	Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINAL	good	0	2	Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENT	good	0	1	Expected JSON root sections exist and can be audited.
SCORE_NO_TIE	good	0	1	Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCH	good	0	1	score_evolution simulation_result matches final score.
SCORE_STEP_ORDER	warning	1	0	Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACE	good	0	1	Simulation winner reversals are explicitly recorded.
STARTER_PRESENT	good	0	4	Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYS	not triggered	0	0	Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFT	good	0	1	Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORD	good	0	2	team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCH	good	0	1	total_runs equals away + home runs.
WINNER_FIELD_MATCH	good	0	1	winner field agrees with the final score.