Luna deep analysis — slate 20261002
Coverage receipt: COMPLETE · 9/8 sections; 0/0 games; 2/2 causes; 3/3 sources
1. Evidence receipt and gaps
Source manifest
All manifest entries were checked against the supplied JSON:
| Source | Status | Purpose | Assessment |
|---|---|---|---|
/app/output/reports/prediction_review_20261002.json | Loaded, 4,003 bytes | Official outcomes and scoring errors | Present in manifest, but no game records were propagated into this diagnosis |
/app/output/reports/PREDICTION_SYSTEM_DEEP_AUDIT_20261002.json | Loaded, 15,888 bytes | Probability, provenance, starter, and decision contracts | Present in manifest, but no per-game audit rows are present here |
/app/output/learning/continuous_learning_daily_20261002.json | Loaded, 6,809 bytes | Pipeline-stage quality, calibration, probability lineage, score distribution, and starter comparisons | Present, but all current-slate game-dependent structures are empty |
/app/output/reports/detailed_20261002.html | Missing | Full game and simulation rendering | Gap |
/app/output/reports/20261002_ultra_detailed_player_audit.html | Missing | Player-level prediction trace | Gap |
/app/output/reports/audit_report_20261002.html | Missing | All invariant findings | Gap |
/app/output/reports/audit_report_20261002_integrity_revision.html | Missing | Post-remediation immutable revision proof | Gap |
Games reviewed
dateis empty.gamesis an empty array.games_reviewed: 0.hits: 0,misses: 0.continuous_learning_evidence.summary:settled: 0,games: 0,hits: 0,misses: 0.coverage_matrix:expected_games: 0,canonical_artifacts_loaded: 0,forensic_deep_audit_games: 0,structural_audits_completed: 0,games_with_starter_comparisons: 0,continuous_learning_games: 0.- Therefore, no individual game can be confirmed as reviewed, settled, a hit, or a miss.
Material gaps and contradictions
- The slate is not auditable despite the learning eligibility flag.
learning_eligibility.eligibleistruewith the reason"all game artifacts passed critical/error structural gates", but the causal register states"0/0 games structurally audited"and explicitly identifiesincomplete_slate_audit_coverageas critical.
- The audit summary understates the registered critical issue.
structural_audit_summary.criticalis0, whilecausal_issue_registercontains a critical issue:incomplete_slate_audit_coverage. This is an internal reporting inconsistency.
- The expected slate size is zero, but the report is framed as a daily slate diagnosis. This may reflect a missing or malformed date/game payload, but the evidence does not establish which.
- No probability lineage was supplied.
probability_lineage: [];probability_reversions.available: falsebecause no game artifacts were supplied.
- No pipeline stages or transitions were supplied.
pipeline_stage_quality.stages: []andtransitions: [], with statusnot_measurable.
- No current-slate calibration or score metrics are measurable. Calibration buckets are empty; settled games are zero; weighted absolute calibration error is null.
- No player or matchup evidence is available.
slate_player_metrics.available: false; matchup patterns are unavailable because no game carried a matchup breakdown.
- Missing HTML artifacts prevent independent presentation and revision checks. The detailed, player audit, structural audit, and integrity-revision reports are all missing.
2. Executive diagnosis
Winner accuracy
Current-slate winner accuracy is unknown, not zero and not perfect:
- The JSON reports
winner_accuracy: null. summary.accuracy: null.- No games were settled or reviewed.
The historical cross-slate series reports a mean winner accuracy of 0.6828 and an improving direction, but that is not evidence of current-slate accuracy.
Calibration quality
Current-slate calibration is not measurable:
calibration_monitoring.buckets: [].settled_games: 0.weighted_absolute_calibration_error: null.- No published probabilities are attached to games.
The cross-slate metric is nevertheless marked regressing, with mean weighted calibration error 0.2276; the series includes 0.4792 and 0.4832. That is a historical trend, not a current-slate result.
Score accuracy
Current-slate score accuracy is not measurable:
- No actual scores, predicted scores, team-run errors, total-run errors, or run margins are present.
margin_distributioncontains zero rows.pipeline_stage_qualityisnot_measurable.
The cross-slate margin_bias trend is marked regressing, with mean -2.2683. This indicates a persistent historical margin-direction concern, but no current game can be assigned that error.
Starter accuracy
Starter accuracy is not measurable:
- No starter comparisons are present.
games_with_starter_comparisons: 0.- No projected or actual starter lines are supplied.
- The cross-slate
starter_era_errorfinding is explicitly held: mean-0.142, same-sign share6/11, z-score-0.42, andpersistent: false.
Artifact integrity
Artifact integrity is the most serious current issue.
The causal register contains:
Critical: incomplete_slate_audit_coverage
- Evidence:
"0/0 games structurally audited". - Affected games: none listed, because no canonical games were loaded.
- Severity: critical.
- Action: do not call the slate clean; perform per-game QA on every canonical artifact first.
- Do-not-infer guardrail: a clean subset—or, here, an empty subset—cannot certify games that were never audited.
This is a critical evidence/contract failure, not a model-quality finding.
Informational: simulation_inert_on_slate
- Evidence:
flip candidates 0; published flips 0. - Affected games: none.
- Severity: info.
- Action: measure simulation contribution across rolling slates, separating score realization from winner flipping.
- Do-not-infer guardrail: zero winner flips is not itself a defect and does not prove that no score-reconciliation work occurred.
However, cross-slate evidence escalates this issue to an established operational pattern; see Sections 7 and 8.
Overall diagnosis
The current slate cannot support a winner, calibration, score, starter, or player-level diagnosis. The primary known failure is missing or unpropagated evidence coverage, not demonstrated predictive failure on particular games. Separately, the simulation-inert behavior is an established cross-slate code/diagnostic concern.
A correct winner, if one had been reported, would not by itself establish a good prediction. No such current-slate winner result exists here.
3. Every game
There are no game records to enumerate.
Accordingly, the requested per-game fields are unavailable for every game:
- Predicted score: unavailable.
- Actual score: unavailable.
- Predicted winner: unavailable.
- Actual winner: unavailable.
- Published probability: unavailable.
- System confidence edge: unavailable.
- Conviction bucket: unavailable.
- Brier score: unavailable.
- Team-run error: unavailable.
- Total-run error: unavailable.
- Starter projected-versus-actual lines: unavailable.
- Season, recent, pitcher, and composite edges: unavailable.
- Confidence and recency controls: unavailable.
- Score path: unavailable.
- Player-level adjustments: unavailable.
- Audit findings: unavailable at game level.
- Primary and secondary causes: unavailable.
There are therefore:
- No identifiable hits.
- No identifiable misses.
- No correct-winner/wrong-score games.
- No loss reconstruction candidates.
- No evidence that any published prediction was made.
The absence of game rows must not be interpreted as a perfect slate, a failed slate, or a slate with no games. It is an evidence-coverage failure.
4. Miss reconstruction
Per-loss reconstruction
No loss can be reconstructed because games is empty and misses: 0 reflects absence of reviewed misses, not verified predictive success.
It is impossible to identify, for any game, whether the earliest wrong-direction movement came from:
- Bad input.
- Bad weighting.
- Calibration.
- Starter error.
- Offense or bullpen error.
- Run-environment error.
- Irreducible variance.
No current-slate primary or secondary loss drivers are recorded: loss_primary_drivers: {}.
The confidence guardrail remains important: a 0.12 home-away confidence edge would be moderate, not a near-coin-flip or near-certainty signal. No such current-slate edge is supplied.
Pipeline-stage quality audit
All required stages and transitions are absent:
pipeline_stage_quality.status: "not_measurable".stages: [].transitions: [].largest_team_run_regression_vs_base: null.
Therefore:
- No stage can be credited with moving toward the correct winner.
- No stage can be blamed for winner-direction regression.
- No later recovery can be claimed.
- No claim can be made that a later stage erased an intermediate error.
The historical self-assessment identifies a specific simulation mechanism: selected draws were reportedly reused for win-probability estimation, with early exit after finding a target-realizing play-by-play. The diagnosis says this can leave away_win_rate based on roughly two selected draws, making the flip/agreement signal vacuous. That is a cross-slate implementation hypothesis supported by the stated 11-slate persistence, not a reconstructed event in a current game.
5. Cross-game counterfactuals
The current lever_tension object contains three entries. None has game assignments because there are no current games.
score.variance_multiplier / score.variance_floor
- Helps: none identified.
- Hurts: none identified.
- Net evidence:
0 helped vs 0 hurt. - Targets: Brier score and calibration error.
- Conclusion: no current-slate counterfactual evidence supports changing this lever.
Historical context is mixed: score_margin_compression occurred in 5 of 11 window slates, but its current streak is zero and it is not currently escalated.
player.pitcher.v4 form weights / player.pitcher_prior_games
- Helps: none identified.
- Hurts: none identified.
- Net evidence:
0 helped vs 0 hurt. - Targets: starter ERA MAE and starter outs MAE.
- Conclusion: no current-slate evidence supports changing pitcher-form or prior-game weighting.
The cross-slate starter ERA bias is held, not persistent: 6 of 11 slates share the sign, with z -0.42.
recent.* / season.* run-mean weighting
- Helps: none identified.
- Hurts: none identified.
- Net evidence:
0 helped vs 0 hurt. - Targets: team-run MAE, total-run MAE, and accuracy.
- Conclusion: no current-slate evidence supports changing recent-versus-season weighting.
Tempting fixes that should not be made
- Do not lower confidence caps based on this slate. No current probabilities, hits, misses, or Brier outcomes exist.
- Do not widen score variance based on a presumed current margin miss. No current predicted or actual margins exist.
- Do not retune pitcher-form weights. No starter comparisons exist, and the historical starter bias is explicitly nonpersistent.
- Do not alter recent/season run weighting. The lever-tension matrix contains no affected games, and the historical lineup-run bias is held as noise.
- Do not infer simulation success or failure from zero published flips alone. The causal register explicitly says zero winner flips is not itself proof of a defect, although the 11-slate persistence warrants code diagnosis.
6. Data and contract defects
Critical findings
incomplete_slate_audit_coverage
- Type: Evidence/coverage contract failure.
- Evidence: 0 games structurally audited; all coverage counts are zero.
- Required action: load the canonical game artifacts and run per-game QA before declaring the slate clean.
- Model defect or artifact defect: artifact/coverage defect.
- Important inconsistency: this critical finding is not reflected in
structural_audit_summary.critical, which remains zero.
Error findings
No findings are listed with severity error.
This does not mean the slate is error-free. It means no error-severity rows were supplied.
Warning findings
No findings are listed with severity warning.
Again, this is not evidence of a clean slate because the canonical audit population is empty.
Informational findings
simulation_inert_on_slate
- Type: Simulation diagnostic.
- Evidence: zero flip candidates and zero published flips.
- Current severity: info.
- Cross-slate status: escalated to an established 11-slate pattern.
- Model versus artifact: likely code/diagnostic behavior, not a demonstrated prediction miss on this slate.
- Guardrail: zero winner flips alone cannot prove no score reconciliation occurred.
Coverage matrix reconciliation
The coverage matrix is not clean:
all_games_structurally_audited: false.expected_games: 0.canonical_artifacts_loaded: 0.forensic_deep_audit_games: 0.structural_audits_completed: 0.games_with_starter_comparisons: 0.continuous_learning_games: 0.
The false value for all_games_structurally_audited is decisive. A zero-denominator audit cannot establish complete coverage.
Probability-lineage audit
The required lineage is:
- Raw model probability.
- Calibrated probability.
- Governor/cap adjustment.
- Score-coherence and recency adjustment.
- Published probability.
The supplied object contains no lineage rows:
probability_lineage: [].probability_reversions.available: false.- No raw, calibrated, governed, coherent, recency-adjusted, or published values are available.
Accordingly, no bypass can be formally declared. A bypass requires a material delta between stages with no recorded transformation; there are no stages to compare. The correct finding is lineage absent, not “lineage bypass proven.”
7. Cross-slate persistence
A single slate is absent here, but the supplied historical blocks provide persistence evidence.
Escalated finding
simulation_inert_on_slate
- Consecutive-slate count: 11.
- Incidence: 11 slates in the window.
- Present now: yes.
- Target lever:
simulation.allow_score. - Target metrics:
team_run_mae,total_run_mae. - Parameter actionable: false.
- Required direction: confirm that the simulation runs and is not silently no-oping.
- Status: established failure pattern, not single-slate noise.
The registered self-assessment gives the proposed code-level remedy:
- Separate target-realization search from win-probability estimation.
- Use an independent unsteered batch, such as 200–500 draws, or a closed-form Poisson/Skellam difference.
- Do not early-exit the probability batch.
- Make batch size a registered parameter.
- Feed the independent win rate into
final_prediction_policy._distribution_agreement. - Relevant locations are identified as
routers/team_router.py, including_build_simulation_distribution, the draw-loop early exit, andNUM_SIMULATIONS/MIN_DRAWS_BEFORE_CLOSE_EXIT.
Finding streaks
| Finding | Consecutive slates | Present now | Interpretation |
|---|---|---|---|
high_raw_probability_cluster | 0 | No | Occurred once in the 11-slate window; not persistent |
pipeline_winner_instability | 0 | No | Incidence 4/11, but no current streak |
score_margin_compression | 0 | No | Incidence 5/11, not currently present |
simulation_inert_on_slate | 11 | Yes | Established persistent failure |
single_slate_calibration_instability | 0 | No | Incidence 6/11, not currently present |
weak_run_model_signal | 0 | No | Incidence 9/11, but no registered consecutive streak in this object |
The escalation_streak: 3 is also present, but the explicit finding-level persistence for simulation is 11 consecutive slates.
Metric trends
Each registered trend is:
- Margin bias:
regressing; mean-2.2683. - Mean team-run error on losses:
improving; mean4.8246. - Weighted calibration error:
regressing; mean0.2276. - Winner accuracy:
improving; mean0.6828.
These trends must not be conflated. Improving winner accuracy does not cancel regressing calibration or margin bias.
Top-confidence pick loss streak
loss_streak: 0.- The per-slate record includes misses on
20260922and20260926, hits on20260923,20260924,20260925,20260927,20260929,20260930, and20261001, plus two unknown-date entries. - Therefore, there is no current established top-confidence-pick loss streak.
- The unknown-date rows are a data-quality concern but cannot be assigned to a date or treated as losses.
Raw structural blocks
margin_distribution: zero games, zero actual margins, zero predicted margins.pipeline_stage_quality: no stages or transitions; not measurable.calibration_monitoring: zero settled games and null weighted calibration error.high_raw_cluster: zero games and zero hits; threshold0.65.simulation_control: observed games0, published flips0, candidates0, statusdiagnostic_only_without_independent_support.
The cross-slate simulation persistence is therefore the only established actionable pattern in the supplied evidence.
8. Adjustments for today
Recommendations are ranked by evidence strength and operational safety.
1. Highest priority: repair and verify simulation execution
- Pattern:
simulation_inert_on_slate, persistent for 11 consecutive slates. - Registered target lever:
simulation.allow_score. - Parameter direction/magnitude: no parameter move is justified because the finding is explicitly
param_actionable: false; do not forcesimulation.allow_scoreupward or downward. - Bounded change: perform the registered code/diagnostic action: verify that
simulation.allow_scorereaches the simulation path, remove the probability-batch early exit, and create an independent fixed-size probability batch. - Expected metrics: reduce
team_run_maeandtotal_run_mae; improve the validity of winner-probability and score-coherence diagnostics. - Shadow/rollback gate: run the independent batch in shadow mode first; compare simulation contribution, team-run MAE, total-run MAE, and probability stability against the existing path. Roll back if score MAE worsens materially or if runtime/variance becomes uncontrolled.
- Helps versus hurts: no current games are available for assignment. The lever-tension record has zero helped and zero hurt games.
- Evidence strength: highest, because persistence is 11/11 and the registered action is concrete.
2. Current-slate evidence coverage restoration
- Pattern: critical
incomplete_slate_audit_coverage. - Registered parameter: none.
- Parameter direction/magnitude: not applicable; this is a contract and artifact problem.
- Bounded change: load the canonical prediction and outcome artifacts, populate the expected game count and game rows, then run per-game structural QA before any model tuning.
- Expected metrics: increase
canonical_artifacts_loaded,forensic_deep_audit_games,structural_audits_completed,continuous_learning_games, andgames_with_starter_comparisonsfrom zero to the actual slate counts; resolve the eligibility/audit-summary contradiction. - Helps versus hurts: all games that are currently missing from analysis; no model lever tension can be assessed until games exist.
- Evidence strength: critical operational necessity, although it is not a predictive parameter adjustment.
3. Single strongest single-slate driver
No current-slate predictive driver can be established because there are no games, scores, probabilities, or losses. The strongest current-slate driver is therefore evidence absence, not offense, pitching, calibration, or variance.
Do not make a confidence-cap, score-variance, pitcher-weight, or recent/season-weight change from this payload. No registered lever is supported by current-slate observations.
9. Bottom line
Known
- Three principal source files were loaded; four supporting reports are missing.
- No current game records were supplied.
- No current winner, score, starter, player, calibration, or probability-lineage conclusions are measurable.
- Coverage is not complete: all structural and canonical counts are zero.
- The claim that all artifacts passed critical/error gates conflicts with the critical incomplete-coverage finding.
- Simulation inertness is an established cross-slate pattern lasting 11 consecutive slates.
- Cross-slate winner accuracy is improving, while margin bias and weighted calibration error are regressing.
- The top-confidence-pick loss streak is zero, with two unknown-date records.
Uncertain
- Whether the slate truly contained zero games or whether game artifacts failed to load.
- Whether any individual prediction was correct or incorrect.
- Whether score, starter, offense, bullpen, calibration, or run-environment errors occurred.
- Whether simulation inertness materially affected this absent current slate.
- Whether any probability-lineage stage bypass occurred.
Single safest next action
Restore and validate complete per-game artifact coverage before changing model parameters: load the canonical game records, run structural QA for every game, and independently verify that the simulation probability path executes rather than early-exiting. Do not promote any confidence, variance, pitcher, or run-weight adjustment until that evidence exists.