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Pulling the odds, probabilities and the full engine breakdown for this fixture.
Pulling the odds, probabilities and the full engine breakdown for this fixture.
Score: 1-1 (51')
“Value edge” is our probability minus the bookmaker's fair probability (margin removed). Positive edge means the price is better than it should be. Current best edge: none found.
| Market | Selection | Odds | Bookmaker | Model | Raw implied | No-vig implied | Margin | No-vig edge | EV |
|---|---|---|---|---|---|---|---|---|---|
| Match winner | Jannik Sinner | 1.92 | Market price | 48% | 52% | 50% | +4.2% | -1.9% | -7.7% |
| Match winner | Novak Djokovic | 1.92 | Market price | 52% | 52% | 50% | +4.2% | +1.9% | -0.3% |
| Set handicap | Jannik Sinner -1.5 sets | 2.28 | Market price | 36% | 44% | 42% | +5.6% | -5.3% | -17.4% |
| Set handicap | Novak Djokovic +1.5 sets | 1.62 | Market price | 64% | 62% | 58% | +5.6% | +5.3% | +3.3% |
| Total games | Over 23.5 | 1.88 | Market price | 77% | 53% | 51% | +5.3% | +26.1% | +44.0% |
| Total games | Under 23.5 | 1.92 | Market price | 23% | 52% | 49% | +5.3% | -26.1% | -55.1% |
OddsPadi estimates Jannik Sinner at 48% and Novak Djokovic at 52%. The current prices do not show a clear positive value edge, so the responsible call is to avoid forcing a pick.
Sports outcomes are uncertain. Predictions are model estimates, not guarantees.
This is the engine's complete working: every check, every doubt, every guardrail. Perfect if you like to see the maths behind the call.
decision-engine-v1 - rules and model reasoning
Decision engine is avoiding Over 23.5: model 77%, no-vig implied 51%, edge +26.1%, EV +44.0%, fair odds 1.31.
Jannik Sinner vs Novak Djokovic is blocked from a public recommendation.
Decision engine is avoiding Over 23.5: model 77%, no-vig implied 51%, edge +26.1%, EV +44.0%, fair odds 1.31. The research brief says block public recommendation until failed gates, missing data, or invalid memory conditions are repaired.
Research checks: Refresh bookmaker odds: Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value. Refresh live event feed: Re-run the model with in-play state before keeping any selection visible. Resolve committee disagreement: Collect the missing signal, rerun guardrails, and keep the lower-risk action if the disagreement remains. Live model requirement: Do not promote the decision until this abstention gate is cleared by fresh model, market, or provider evidence. Refresh odds, context, and model state before trusting this belief.
Notebook is blocked: 2 falsifier or abstention condition(s) prevent public trust.
Over 23.5 is currently modeled at 77% with +26.1% no-vig edge.
Action: Rerun the sport model after any lineup, injury, weather, odds, or live-state update.
Quoted odds 1.88 imply EV +44.0% after margin removal.
Action: Refresh bookmaker odds and recompute raw implied probability, no-vig probability, edge, and EV.
Open context gaps: Confirmed match context.
Action: Fetch the highest-priority missing provider signals before keeping the same action.
Remove the thesis if refreshed edge or EV is no longer positive; current fair odds 1.31.
Action: Downgrade to avoid when no-vig edge or EV falls to zero or below.
Stress applies unresolved context gaps: Confirmed match context.
Action: Apply the provider context update and rerun actionability before showing the pick.
Belief is fragile: Over 23.5 at 77% with +26.1% edge, +44.0% EV, uncertainty 51/100, expires in 3 minutes.
Action: Hide or downgrade the recommendation if the belief expires without a fresh decision run.
Operator checklist: Refresh bookmaker odds: Complete this check, then rerun the decision engine before trusting the current posture. Refresh live event feed: Complete this check, then rerun the decision engine before trusting the current posture. Resolve committee disagreement: Complete this check, then rerun the decision engine before trusting the current posture. Live model requirement: Complete this check, then rerun the decision engine before trusting the current posture. Refresh odds, context, and model state before trusting this belief.: Complete this check, then rerun the decision engine before trusting the current posture.
Decision should abstain or avoid until the blocking condition changes.
Data coverage is 27/100: MVP mock/computed inputs are available, but 11 production signal(s) are still missing.
Jannik Sinner vs Novak Djokovic is loaded from the MVP mock provider.
Recent results and ratings are present in the mock fixture; production needs provider-backed historical rows.
Standings snapshots exist in the training schema but are not yet connected to live decisions.
Model computes home/away strength from team rating, league strength, and match context; data quality 87%.
Jannik Sinner: W-D-L-W-D; Novak Djokovic: W-D-L-W-W.
No provider-backed injury feed is connected.
No suspension provider is connected.
Confirmed lineups/starters are not connected.
Required before trust: Injuries: No provider-backed injury feed is connected. Live scores: Live score is available from mockSportsDataProvider; event depth is audited separately. Match events: The fixture is live; the current context layer does not yet consume event-by-event in-play data. News signals: Mock player-fitness signal is tracked as a risk flag until real injury/news feeds and retirement-risk data are connected. Weather: No weather provider is connected for outdoor totals/tempo markets. Fixture for the day: Jannik Sinner vs Novak Djokovic is loaded from the MVP mock provider. League standings: Standings snapshots exist in the training schema but are not yet connected to live decisions. Bookmaker odds: 3 market(s) and 6 selection(s) loaded.
Odds intelligence found 2 actionable value candidate(s) across 3 market(s); best is Over 23.5.
Model 77%; no-vig 51%; edge +26.1%; EV +44.0%; fair 1.31. Over 23.5 has positive no-vig edge +26.1% and EV +44.0%. Score 0.843. Shortening tolerance 31%.
Model 64%; no-vig 58%; edge +5.3%; EV +3.3%; fair 1.57. Novak Djokovic +1.5 sets has positive no-vig edge +5.3% and EV +3.3%. Score -0.053. Shortening tolerance 3%.
Model 52%; no-vig 50%; edge +1.9%; EV -0.3%; fair 1.92. Novak Djokovic has positive probability edge but negative EV at quoted odds 1.92. Score -0.287. Shortening tolerance 0%.
Model 48%; no-vig 50%; edge -1.9%; EV -7.7%; fair 2.08. Jannik Sinner is priced efficiently or short versus the model after margin removal. Score -0.331. Shortening tolerance 0%.
Match winner looks broadly efficient after margin removal; no selection clears value guardrails.
Set handicap has 1 actionable value candidate(s); best is Novak Djokovic +1.5 sets at +3.3% EV.
Total games has 1 actionable value candidate(s); best is Over 23.5 at +44.0% EV.
Avoid notes: Jannik Sinner: Jannik Sinner is priced efficiently or short versus the model after margin removal. Jannik Sinner -1.5 sets: Jannik Sinner -1.5 sets is priced efficiently or short versus the model after margin removal. Under 23.5: Under 23.5 is priced efficiently or short versus the model after margin removal.
Watchlist notes: Novak Djokovic: Novak Djokovic has positive probability edge but negative EV at quoted odds 1.92.
Over 23.5 has a resilient market buffer: current odds 1.88, fair odds 1.31, and 31% shortening tolerance before EV reaches zero.
Edge +26.1%; EV +44.0%. Current quoted odds and model probability before any market move.
Edge +25.3%; EV +39.7%. Small price move against the model thesis.
Edge +24.8%; EV +36.8%. Standard pre-action price stress used by the decision engine.
Edge +23.4%; EV +29.6%. Aggressive market move against the quoted value.
Edge +27.3%; EV +51.2%. Market drifts longer; value may improve but could indicate adverse news.
Movement alerts: Remove or downgrade if odds shorten more than 31% from the current quote. A 5% odds shortening does not fully break the thesis, but still requires a refresh.
Belief is fragile: Over 23.5 at 77% with +26.1% edge, +44.0% EV, uncertainty 51/100, expires in 3 minutes.
Impact +26.1%. Model 77%, no-vig 51%, EV +44.0%.
Impact -5.0%. Decision should abstain or avoid until the blocking condition changes.
Impact +1.5%. Case memory found 5 similar stored decisions and did not find enough historical pressure to downgrade.
Impact +2.8%. Jannik Sinner 1.56 - Novak Djokovic 1.59 expected sets; Surface-adjusted win probability 48%-52%; projected games 26.9..
Invalidates when: Invalidate if Over 23.5 no-vig edge falls to zero or EV turns negative. Invalidate if confirmed lineups, injuries, suspensions, weather, or live events materially oppose the current thesis. Invalidate if bookmaker prices move before the next refresh window. Blocking gate: Live model requirement.
Probability trace is blocked: posterior 62% does not survive the active guardrail state.
51% to 51% (0.0%). Started from bookmaker-margin-adjusted probability 51% before applying model and context evidence.
51% to 71% (+20.9%). Weighted high model probability 77% against the no-vig prior by data quality 87% and bookmaker margin +5.3%.
71% to 71% (0.0%). Applied bounded context shift 0.0% from 3 injury, lineup, weather, news, live, or sport-context signal(s).
71% to 70% (-1.7%). Applied a small pull back toward the no-vig market because 6 selection(s) were market-prior calibrated.
70% to 70% (0.0%). Data quality 87% does not force a discount; only a tiny reliability nudge is allowed.
70% to 70% (+0.4%). Case memory found 5 similar stored decisions and did not find enough historical pressure to downgrade.
70% to 67% (-3.5%). Decision should abstain or avoid until the blocking condition changes.
67% to 62% (-4.7%). Applied downgrade pressure from triggered gate(s): Live model requirement.
Trace conflicts: Model-market disagreement is +26.1% between model probability and no-vig prior. Abstention gate triggered: Live model requirement. Surface fit: Novak Djokovic receives a small surface-fit adjustment from the mock context feed. Fitness watch: Mock player-fitness signal is tracked as a risk flag until real injury/news feeds and retirement-risk data are connected.
Trace safeguards: Posterior probability is clamped between 2% and 98%. The probability trace cannot upgrade the final action beyond deterministic guardrails. Fresh odds, lineups, injuries, live events, and stored outcomes can still invalidate the posterior. This is public audit math, not hidden chain-of-thought or a guarantee of the match result.
Attribution is blocked: Data coverage prevents a trusted public recommendation.
Probability impact +20.9%. Weighted high model probability 77% against the no-vig prior by data quality 87% and bookmaker margin +5.3%.
Probability impact +26.1%. Over 23.5 has no-vig edge +26.1% and EV +44.0%.
Probability impact +26.1%. Odds intelligence found 2 actionable value candidate(s) across 3 market(s); best is Over 23.5.
Data coverage is 27/100: MVP mock/computed inputs are available, but 11 production signal(s) are still missing.
Review loop blocks the recommendation until failed gates or abstention rules clear.
The match is live, but set score, serve state, break points, fatigue, and retirement-risk data are not connected.
Missing-data drag: Injuries, Live scores, Match events, News signals, Weather.
The final action is constrained by a blocker; do not treat the selected side as public value until the negative driver clears.
Uncertainty is high-risk at 64/100; primary uncertainty is Data coverage uncertainty.
Data coverage is 27/100: MVP mock/computed inputs are available, but 11 production signal(s) are still missing.
Mitigation: Injuries: No provider-backed injury feed is connected.
Model and no-vig market differ by +26.1%.
Mitigation: Refresh bookmaker odds, compare closing price, and rerun no-vig probability before trusting the edge.
Missing context: Confirmed match context.
Mitigation: Fetch or verify Confirmed match context before raising confidence.
Robustness is 18/100: only 0/6 stress tests survive, so the recommendation is fragile. Review loop blocks the recommendation until failed gates or abstention rules clear.
Mitigation: Bookmaker price shortens: Refresh bookmaker odds and remove the pick if edge or EV is no longer positive.
Monitoring is blocked with critical priority until guardrails, missing signals, or market value improve.
Mitigation: Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value.
Model uncertainty is low; model data quality is 87%.
Mitigation: Improve model inputs with provider-backed history, form, team/player availability, and settled calibration.
Decision impact: Downgrade or block public trust until data coverage uncertainty is addressed.
Decision boundary is blocked; nearest flip is Uncertainty ceiling: +2 pts from flip.
Current 62%; threshold 53%; margin +8.7%. Posterior probability is 62% versus break-even 53%; no-vig market floor is 51%.
Current 1.88; threshold 1.62; margin +0.26 odds. Quoted odds 1.88 must stay at or above posterior fair odds 1.62.
Current +11.3%; threshold 0.0%; margin +11.3%. Current edge is +11.3%; the hard floor is positive edge.
Current +16.3%; threshold 0.0%; margin +16.3%. Current expected value is +16.3%; EV at or below zero removes value.
Current 78/100; threshold 24/100; margin +54 pts. Decision score is 78/100; lean-value consideration starts at 24, while strong value starts at 42 with high confidence.
Current 87/100; threshold 62/100; margin +25 pts. Model data quality is 87% and coverage audit score is 27/100; below 62/100 hard-blocks trust.
Current 64/100; threshold 66/100; margin +2 pts. Uncertainty score is 64/100; 66/100 or higher is high-risk unless mitigated.
Current +16.3%; threshold 0.0%; margin +16.3%. Worst-case stress still leaves minimum edge/EV margin at +16.3%.
Current 31%; threshold 3%; margin +27.6%. The price can shorten about 31% before value disappears; below 3% is execution-sensitive.
Must stay true: Over 23.5 posterior probability stays above break-even 53%. Quoted odds stay at or above posterior fair odds 1.62. No-vig edge and expected value stay positive. Decision score stays at or above 24 and no hard abstention gate triggers. Model data quality stays at or above 62/100. Uncertainty stays below 66/100 and context-shock stress keeps value above zero.
Flip triggers: Uncertainty ceiling is near the boundary: Uncertainty score is 64/100; 66/100 or higher is high-risk unless mitigated. Live model requirement: The match is live, but set score, serve state, break points, fatigue, and retirement-risk data are not connected.
AI protocol is blocked: 3 failed check(s), 1 triggered abstention gate(s), and current action avoid.
Over 23.5 has model probability 77%, no-vig probability 51%, edge +26.1%, and EV +44.0%.
Follow-up: Refresh bookmaker odds before public display.
Over 23.5 has a resilient market buffer: current odds 1.88, fair odds 1.31, and 31% shortening tolerance before EV reaches zero.
Follow-up: Refresh odds, recompute no-vig probability, and downgrade if the latest quote crosses the fair-odds or EV threshold.
Uncertainty ceiling: +2 pts from flip.
Follow-up: Do not show as public value; clear Live model requirement and rerun.
Injuries: No provider-backed injury feed is connected.
Follow-up: Injuries: No provider-backed injury feed is connected.
Actionability is 65/100: block a public recommendation until failed gates are fixed. Review loop blocks the recommendation until failed gates or abstention rules clear.
Follow-up: Fresh odds must keep no-vig edge and expected value positive.
No 10-year public historical evidence is attached to this decision run. Run the public historical evidence proof before using history to discipline raw model edges.
Follow-up: Keep historical discipline attached to the audit trail.
Refresh odds, recompute no-vig probability, and downgrade if the latest quote crosses the fair-odds or EV threshold.
Unlocks: Recalculates implied probability, no-vig edge, EV, boundary margins, and closing-line-value target.
Injuries: No provider-backed injury feed is connected.
Unlocks: Reduces data/context uncertainty and reruns the actionability and review-loop gates.
Live state can invalidate pre-match probability and edge.
Unlocks: Updates live-state model inputs and hard in-play abstention gates.
Latest real-data backtest is available for shadow comparison only; live guardrails require an active model-bound calibration promotion.
Unlocks: Tunes learned minimum edge, data-quality weight, market-adjustment weight, and calibration thresholds.
Attach public historical evidence or a persisted provider-backed learning profile.
Unlocks: Confirms whether provider-enriched historical results beat market consensus before any raw edge can be promoted.
Reviewer guardrails: Use only supplied evidence IDs and model artifacts. Do not invent injuries, lineups, weather, news, odds, scores, or private facts. Do not expose hidden chain-of-thought; return public audit notes only. Do not upgrade a local avoid or monitor action into a stronger recommendation. Downgrade or abstain when safety gates, boundary breaches, or unsupported material claims remain.
Reasoning graph is blocked: 6 blocker node(s), 4 watch node(s), and final action avoid.
Decide whether Jannik Sinner vs Novak Djokovic can show Over 23.5 as a responsible value candidate.
Probability trace is blocked: posterior 62% does not survive the active guardrail state.
Evidence: probability-trace-summary
Odds intelligence found 2 actionable value candidate(s) across 3 market(s); best is Over 23.5.
Evidence: odds-intelligence-summary, market-movement-summary
Data coverage is 27/100: MVP mock/computed inputs are available, but 11 production signal(s) are still missing.
Evidence: data-coverage-summary
Uncertainty is high-risk at 64/100; primary uncertainty is Data coverage uncertainty.
Evidence: uncertainty-summary
Decision boundary is blocked; nearest flip is Uncertainty ceiling: +2 pts from flip.
Evidence: decision-boundary-summary
Attribution is blocked: Data coverage prevents a trusted public recommendation.
Evidence: attribution-summary
Actionability is 65/100: block a public recommendation until failed gates are fixed.
Evidence: review-loop-summary, attribution-summary
Strongest path: objective -> market-value -> historical-discipline -> final-action.
Blocking path: objective -> uncertainty -> boundary -> attribution -> actionability -> robustness -> final-action.
Tool orchestration needs tools: 4/12 task(s) ready, 4 high-priority config gap(s), next task Refresh bookmaker odds and no-vig probabilities, readiness 44/100.
Provider: mockSportsDataProvider. Depends on: none.
Jannik Sinner vs Novak Djokovic is loaded from the MVP mock provider.
Decision impact: Without the fixture, the decision stays avoid and every downstream task is blocked.
Provider: mockSportsDataProvider. Depends on: fixtures-today.
Recent results and ratings are present in the mock fixture; production needs provider-backed historical rows.
Decision impact: Weak history keeps model strength, form weighting, and learned thresholds conservative.
Provider: missing-provider. Depends on: fixtures-today, historical-results.
Standings snapshots exist in the training schema but are not yet connected to live decisions.
Decision impact: Missing standings lower data quality and increase context uncertainty.
Provider: mockSportsDataProvider + deterministic-model. Depends on: fixtures-today, historical-results.
Recent form: Jannik Sinner: W-D-L-W-D; Novak Djokovic: W-D-L-W-W.
Decision impact: If form or home/away inputs change, the model probability and value edge are recalculated.
Provider: Sport-specific context providers. Depends on: fixtures-today.
Injuries: No provider-backed injury feed is connected.
Decision impact: Material team news can downgrade or flip the action before kickoff.
Provider: Bookmaker odds provider. Depends on: fixtures-today.
Refresh odds, recompute no-vig probability, and downgrade if the latest quote crosses the fair-odds or EV threshold.
Decision impact: A price move can erase the edge, change the safer alternative, or move the pick to avoid.
Provider: Live score and event provider. Depends on: fixtures-today, odds-refresh.
Live state can invalidate pre-match probability and edge.
Decision impact: Live goals, cards, retirements, or tempo shocks can invalidate pre-match value.
Provider: missing-provider. Depends on: fixtures-today.
No weather provider is connected for outdoor totals/tempo markets.
Decision impact: Severe weather can move totals, BTTS, fatigue, or model uncertainty.
Blocking tasks: historical-results, context-availability, odds-refresh, live-state-events.
Execution order: fixtures-today -> historical-results -> standings-table -> recent-form-home-away -> context-availability -> odds-refresh -> live-state-events -> weather-context -> historical-training -> historical-discipline -> decision-memory -> openai-review.
Tool execution audit is blocked: Load team/player historical results, Fetch injuries, suspensions, lineups, and news, Refresh bookmaker odds and no-vig probabilities, Fetch live score and match events must run before the current decision can be trusted.
Load today's fixture executed from mockSportsDataProvider with 1 observed record(s).
Outputs: fixture, kickoff, teams, league
Load team/player historical results is blocked: Recent results and ratings are present in the mock fixture; production needs provider-backed historical rows.
Outputs: team-history, player-history, long-form
Load league standings is blocked: Standings snapshots exist in the training schema but are not yet connected to live decisions.
Outputs: league-standings, motivation-context
Compute recent form and home/away profile executed from mockSportsDataProvider + deterministic-model with 12 observed record(s).
Outputs: recent-form, home-away-profile, team-strength
Fetch injuries, suspensions, lineups, and news is blocked: Injuries: No provider-backed injury feed is connected.
Outputs: injuries, suspensions, player-availability, news
Refresh bookmaker odds and no-vig probabilities is blocked: Refresh odds, recompute no-vig probability, and downgrade if the latest quote crosses the fair-odds or EV threshold.
Outputs: raw-implied-probability, no-vig-probability, expected-value, value-edge
Fetch live score and match events is blocked: Live state can invalidate pre-match probability and edge.
Outputs: live-score, match-events, in-play-state
Fetch weather where relevant is blocked: No weather provider is connected for outdoor totals/tempo markets.
Outputs: weather, wind-rain-temperature
Next run: Load team/player historical results: Recent results and ratings are present in the mock fixture; production needs provider-backed historical rows.
Control policy blocks public display: 8 blocker gate(s), primary blocker Value selection.
Directive: Block public display and collect the required evidence first.
Next best action: Load team/player historical results: Recent results and ratings are present in the mock fixture; production needs provider-backed historical rows.
Over 23.5 is the current selected market with edge +26.1% and EV +44.0%.
Over 23.5 has a resilient market buffer: current odds 1.88, fair odds 1.31, and 31% shortening tolerance before EV reaches zero.
Data coverage is 27/100: MVP mock/computed inputs are available, but 11 production signal(s) are still missing.
Required: Injuries: No provider-backed injury feed is connected.
Tool execution audit is blocked: Load team/player historical results, Fetch injuries, suspensions, lineups, and news, Refresh bookmaker odds and no-vig probabilities, Fetch live score and match events must run before the current decision can be trusted. Tool orchestration needs tools: 4/12 task(s) ready, 4 high-priority config gap(s), next task Refresh bookmaker odds and no-vig probabilities, readiness 44/100.
Required: Load team/player historical results: Recent results and ratings are present in the mock fixture; production needs provider-backed historical rows.
Decision boundary is blocked; nearest flip is Uncertainty ceiling: +2 pts from flip.
Required: Do not show as public value; clear Live model requirement and rerun.
No 10-year public historical evidence is attached to this decision run. Run the public historical evidence proof before using history to discipline raw model edges.
AI protocol is blocked: 3 failed check(s), 1 triggered abstention gate(s), and current action avoid.
Required: Injuries: No provider-backed injury feed is connected.
Reasoning graph is blocked: 6 blocker node(s), 4 watch node(s), and final action avoid.
Required: model-probability
Allowed: persist blocked audit only; collect required data; rerun the decision engine
Forbidden: publish as value candidate; show as actionable; upgrade by AI review; invent missing data
Monitoring is blocked with critical priority until guardrails, missing signals, or market value improve.
Current edge is +26.1% and EV is +44.0%; a price move can erase value.
Action: Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value.
The match is live; red cards, injuries, pace, score state, and substitutions can invalidate pre-match probability.
Action: Re-run the model with in-play state before keeping any selection visible.
Model advocate voted consider: Over 23.5 is mathematically live because model probability is 77% against no-vig 51%. Market skeptic voted consider: The price still has to survive market scrutiny; odds shortening would change the edge on Over 23.5.
Action: Collect the missing signal, rerun guardrails, and keep the lower-risk action if the disagreement remains.
The match is live, but set score, serve state, break points, fatigue, and retirement-risk data are not connected.
Action: Do not promote the decision until this abstention gate is cleared by fresh model, market, or provider evidence.
Stop when: Stop if Over 23.5 no-vig edge falls to zero or expected value turns negative. Invalidate if Over 23.5 no-vig edge falls to zero or EV turns negative. Invalidate if confirmed lineups, injuries, suspensions, weather, or live events materially oppose the current thesis. Invalidate if bookmaker prices move before the next refresh window. Blocking gate: Live model requirement. Stop while abstention gate remains active: Live model requirement. Stop while calibration says abstain.
Escalate when: If two high-priority monitoring tasks remain unresolved at the next review, downgrade the action to monitor or avoid. If bookmaker movement removes the value edge, remove the recommendation and rerun the committee. If confirmed team news, weather, surface, or live-event data opposes the thesis, rerun the model before showing the pick. If live-event data is unavailable during play, avoid instead of trusting the pre-match snapshot. If committee disagreement remains after the next data refresh, keep the lower-risk action. Do not raise confidence from historical learning until the real-data profile is active.
Actionability is 65/100: block a public recommendation until failed gates are fixed.
Over 23.5 has edge +26.1% and EV +44.0%.
Confidence is high and risk is low.
Data quality is 87%.
Missing signals: Confirmed match context.
Belief is fragile: Over 23.5 at 77% with +26.1% edge, +44.0% EV, uncertainty 51/100, expires in 3 minutes.
Required: Refresh odds, context, and model state before trusting this belief.
Blockers: Belief freshness: Belief is fragile: Over 23.5 at 77% with +26.1% edge, +44.0% EV, uncertainty 51/100, expires in 3 minutes. Committee arbitration: Decision committee recommends avoid with blocked consensus: review decision: abstain now; the guardrails or missing data make a public recommendation weaker than the risk. Monitoring state: Monitoring is blocked with critical priority until guardrails, missing signals, or market value improve. Live model requirement: The match is live, but set score, serve state, break points, fatigue, and retirement-risk data are not connected. Calibration: Decision should abstain or avoid until the blocking condition changes.
Before action: Refresh odds, context, and model state before trusting this belief. Resolve committee disagreement and keep the lower-risk action. Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value. Do not raise confidence from training until real historical data is active. Refresh bookmaker odds: Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value. Refresh live event feed: Re-run the model with in-play state before keeping any selection visible. Resolve committee disagreement: Collect the missing signal, rerun guardrails, and keep the lower-risk action if the disagreement remains. Use an in-play model and live-event feed before trusting any live decision.
Treat the output as statistical analysis, not certainty. Do not use this audit as staking, bankroll, or financial advice. Refresh odds and context before relying on any displayed edge. Avoid acting when the monitoring plan is blocked, expired, or unresolved.
Review loop blocks the recommendation until failed gates or abstention rules clear.
Evidence: Over 23.5 is the leading thesis because the model price beats the no-vig market by +26.1% with +44.0% EV per unit. Belief is fragile: Over 23.5 at 77% with +26.1% edge, +44.0% EV, uncertainty 51/100, expires in 3 minutes.
Evidence: Belief freshness: Belief is fragile: Over 23.5 at 77% with +26.1% edge, +44.0% EV, uncertainty 51/100, expires in 3 minutes. Committee arbitration: Decision committee recommends avoid with blocked consensus: review decision: abstain now; the guardrails or missing data make a public recommendation weaker than the risk. Monitoring state: Monitoring is blocked with critical priority until guardrails, missing signals, or market value improve. Live model requirement: The match is live, but set score, serve state, break points, fatigue, and retirement-risk data are not connected. Historical learning profile: Latest real-data backtest is available for shadow comparison only; live guardrails require an active model-bound calibration promotion.
Required: Belief freshness: Belief is fragile: Over 23.5 at 77% with +26.1% edge, +44.0% EV, uncertainty 51/100, expires in 3 minutes.
Evidence: Monitoring is blocked with critical priority until guardrails, missing signals, or market value improve. Refresh bookmaker odds: Current edge is +26.1% and EV is +44.0%; a price move can erase value. Refresh live event feed: The match is live; red cards, injuries, pace, score state, and substitutions can invalidate pre-match probability. Resolve committee disagreement: Model advocate voted consider: Over 23.5 is mathematically live because model probability is 77% against no-vig 51%. Market skeptic voted consider: The price still has to survive market scrutiny; odds shortening would change the edge on Over 23.5.
Required: Fetch missing context, refresh probabilities, and rerun actionability.
Evidence: Refresh odds, context, and model state before trusting this belief. Resolve committee disagreement and keep the lower-risk action. Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value. Do not raise confidence from training until real historical data is active. Refresh bookmaker odds: Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value. Refresh live event feed: Re-run the model with in-play state before keeping any selection visible.
Required: Refresh odds, context, and model state before trusting this belief.
Evidence: Actionability is 65/100: block a public recommendation until failed gates are fixed. Decision should abstain or avoid until the blocking condition changes. Risk shift: raise; confidence shift: lower.
Repairs: Refresh odds, context, and model state before trusting this belief. Resolve committee disagreement and keep the lower-risk action. Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value. Do not raise confidence from training until real historical data is active. Refresh bookmaker odds: Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value. Refresh live event feed: Re-run the model with in-play state before keeping any selection visible.
Unresolved: Belief freshness: Belief is fragile: Over 23.5 at 77% with +26.1% edge, +44.0% EV, uncertainty 51/100, expires in 3 minutes. Committee arbitration: Decision committee recommends avoid with blocked consensus: review decision: abstain now; the guardrails or missing data make a public recommendation weaker than the risk. Monitoring state: Monitoring is blocked with critical priority until guardrails, missing signals, or market value improve. Live model requirement: The match is live, but set score, serve state, break points, fatigue, and retirement-risk data are not connected. Historical learning profile: Latest real-data backtest is available for shadow comparison only; live guardrails require an active model-bound calibration promotion. Missing signal: Confirmed match context. Monitoring is blocked. Committee consensus is blocked.
Release criteria: Fresh odds must keep no-vig edge and expected value positive. Belief state must be unexpired before the decision remains visible. Monitoring plan must be active or explicitly cleared. Actionability must stay actionable or the product should downgrade to watch/avoid. Refresh odds, context, and model state before trusting this belief. Resolve committee disagreement and keep the lower-risk action. Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value.
Robustness is 18/100: only 0/6 stress tests survive, so the recommendation is fragile.
Edge +24.3%; EV +40.6%. A 5% odds shortening projects a smaller no-vig edge for Over 23.5.
Repair: Refresh bookmaker odds and remove the pick if edge or EV is no longer positive.
Edge +24.1%; EV +40.2%. Stress applies unresolved context gaps: Confirmed match context.
Repair: Fetch lineups, injuries, suspensions, weather, and news before keeping the same action.
Edge +24.5%; EV +41.1%. Data-quality stress reflects current data score 87% and provider uncertainty.
Repair: Improve provider coverage or downgrade confidence until real data fills the gap.
Edge +19.1%; EV +30.8%. Monitoring state is blocked; stale belief should reduce trust in the edge.
Repair: Rerun the belief state and monitoring plan before showing the candidate again.
Edge +17.1%; EV +27.1%. Review loop status is blocked; unresolved repairs should be priced into the decision.
Repair: Refresh odds, context, and model state before trusting this belief.
Edge +16.3%; EV +25.6%. Actionability status is blocked with score 65/100.
Repair: Refresh odds, context, and model state before trusting this belief.
Hedges: Total games: Over at model 77%. Set handicap: Novak Djokovic sets at model 64%. Match winner: Novak Djokovic at model 52%. Match winner: Jannik Sinner at model 48%.
Required rechecks: Bookmaker price shortens: Refresh bookmaker odds and remove the pick if edge or EV is no longer positive. Adverse team news or weather: Fetch lineups, injuries, suspensions, weather, and news before keeping the same action. Data quality decays: Improve provider coverage or downgrade confidence until real data fills the gap. Belief expires before refresh: Rerun the belief state and monitoring plan before showing the candidate again. Review-loop repair pressure: Refresh odds, context, and model state before trusting this belief. Actionability downgrade: Refresh odds, context, and model state before trusting this belief. Refresh bookmaker odds: Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and expected value. Refresh live event feed: Re-run the model with in-play state before keeping any selection visible.
Evaluation plan records the abstention so future calibration can learn whether avoiding the market was correct.
Settle whether Over 23.5 won for Jannik Sinner vs Novak Djokovic.
Capture closing odds for Over 23.5 and compare them with the quoted 1.88.
Record whether monitoring tasks changed the thesis before kickoff: Refresh bookmaker odds, Refresh live event feed, Resolve committee disagreement.
Link the settled outcome to this decision run so confidence, health, Brier score, ROI, and CLV can be measured.
Success: Over 23.5 settles as correct for the chosen market. Closing-line value is at least positive or the closing no-vig probability confirms the edge. Settled outcome improves calibration for high-confidence low-risk decisions. No unresolved review-loop release criterion would have blocked the pick at kickoff.
Failure: Over 23.5 loses or pushes against the selected market settlement rules. Closing odds move against the thesis enough to erase the pre-match value edge. A required recheck was missed: Bookmaker price shortens: Refresh bookmaker odds and remove the pick if edge or EV is no longer positive. The outcome joins similar stored cases that later discount this pattern.
Learning questions: Was 77% model probability calibrated against the binary settlement result? Did the no-vig market probability of 51% underprice the selection at decision time? Did closing odds validate the edge or expose stale market data? Did the unresolved monitoring or review-loop checks predict the final risk?
Post-match actions: Store the settled outcome through the decision outcome endpoint with the linked decision_run_id. Recompute calibration by confidence and decision health after settlement. Compare quoted odds with closing odds for closing-line value. Keep learned thresholds inactive until enough real historical fixtures and odds are imported.
Case memory found 5 similar stored decisions and did not find enough historical pressure to downgrade.
the-odds-api:365676735c02ee96cba5ddf28a76573c; score 78; reliability 100/100; same market total_games, EV distance, same selection label
the-odds-api:365676735c02ee96cba5ddf28a76573c; score 78; reliability 100/100; same market total_games, EV distance, same selection label
the-odds-api:365676735c02ee96cba5ddf28a76573c; score 74; reliability 100/100; same market total_games, EV distance, same selection label
Latest real-data backtest is available for shadow comparison only; live guardrails require an active model-bound calibration promotion.
Jannik Sinner vs Novak Djokovic; data quality 87%; missing signals 1.
Jannik Sinner 1.56 - Novak Djokovic 1.59 expected sets
Over 23.5 is the current best edge at +26.1%.
Over 23.5 is classified as low risk.
1 watch/conflict checks and 1 triggered abstention gates.
Weighted decision score 78; the agent will only surface the selection if guardrails agree.
Decision committee recommends avoid with blocked consensus: review decision: abstain now; the guardrails or missing data make a public recommendation weaker than the risk.
Over 23.5 is mathematically live because model probability is 77% against no-vig 51%.
Challenge: Confirmed match context: Surface-specific conditions, draw context, and player status are not provider-backed yet. Fitness watch: Mock player-fitness signal is tracked as a risk flag until real injury/news feeds and retirement-risk data are connected. Source: mock-context-feed; confidence 42%.
Checks: Recompute probabilities after fresh odds and context updates.
The price still has to survive market scrutiny; odds shortening would change the edge on Over 23.5.
Checks: Refresh bookmaker odds before surfacing a final edge.
Context is incomplete for Jannik Sinner vs Novak Djokovic; 1 missing signals remain.
Challenge: Confirmed match context A moderate adverse injury, suspension, or lineup shock is applied to the selected side.
Checks: Check lineup, injury, suspension, weather, live-state, and news signals near start time.
Reliability is 79/100 with review health and abstain calibration action.
Challenge: Live model requirement: The match is live, but set score, serve state, break points, fatigue, and retirement-risk data are not connected.
Checks: Honor triggered abstention gates before any public recommendation.
Case memory found 5 similar stored decisions and did not find enough historical pressure to downgrade.
Challenge: Compared against 14 stored tennis decisions. Average similar-case reliability is 100/100.
Checks: Store this decision and settle outcomes so memory can learn from real results.
review decision: abstain now; the guardrails or missing data make a public recommendation weaker than the risk.
Challenge: Confirmed match context Fresh bookmaker price Historical learning profile
Checks: Remain avoid unless new evidence removes the active guardrail. Recalculate immediately; if the no-vig edge falls below zero or EV turns negative, remove Over 23.5 from value picks.
Open disagreements: Model advocate voted consider: Over 23.5 is mathematically live because model probability is 77% against no-vig 51%. Market skeptic voted consider: The price still has to survive market scrutiny; odds shortening would change the edge on Over 23.5.
Over 23.5 carries model probability 77%, no-vig implied 51%, odds 1.88, and EV +44.0%.
Impact: Does not survive guardrails as a public recommendation.
The selection still depends on a live bookmaker price. Market movement scenario projects consider at score 71.
Impact: Requires odds refresh before the recommendation can be trusted.
1 missing context signals remain, led by Confirmed match context.
Impact: Controls whether the engine considers, monitors, or abstains after late provider data arrives.
Base case decision score is 78; calibration says abstain with 79/100 reliability.
Impact: review decision: abstain now; the guardrails or missing data make a public recommendation weaker than the risk.
Case memory found 5 similar stored decisions and did not find enough historical pressure to downgrade.
Impact: Memory stays neutral.
This missing signal can move the probability estimate or downgrade confidence before kickoff.
If confirmed: Refresh the model, rerun the no-vig EV calculation, and re-check abstention gates.
A shorter price can erase the +26.1% edge and +44.0% EV.
If confirmed: Recalculate implied probability, bookmaker margin, no-vig probability, value edge, and EV.
Without enough real historical fixtures and odds, thresholds stay conservative defaults.
If confirmed: Import real fixtures and odds, run backtests, then activate learned thresholds only after the corpus is large enough.
Case memory found 5 similar stored decisions and did not find enough historical pressure to downgrade.
If confirmed: Keep memory neutral while continuing to store and settle outcomes.
Bad-data path: Remain avoid unless new evidence removes the active guardrail. Market-move path: Recalculate immediately; if the no-vig edge falls below zero or EV turns negative, remove Over 23.5 from value picks.
Context layer applied residual probability effects after reviewing 3 structured signals.
Novak Djokovic receives a small surface-fit adjustment from the mock context feed.
Mock player-fitness signal is tracked as a risk flag until real injury/news feeds and retirement-risk data are connected.
The fixture is live; the current context layer does not yet consume event-by-event in-play data.
Positive no-vig edge of +26.1% versus margin-adjusted implied probability.
Expected return is +44.0% per unit at decimal odds 1.88.
high confidence after edge, probability, and data-quality checks.
Data quality is 87%.
low risk based on confidence and odds level.
Lineups, injury/suspension news, and weather are not connected yet.
Match is live, but the engine does not yet have a full in-play event model.
Latest real-data backtest is available for shadow comparison only; live guardrails require an active model-bound calibration promotion.
Case memory found 5 similar stored decisions and did not find enough historical pressure to downgrade.
Run the public historical evidence proof before using history to discipline raw model edges.
Winner probabilities sum to 1.000.
Confidence is high with 87% data quality.
Missing context does not contradict the current action.
Over 23.5 is low risk while action is avoid.
A live fixture requires an in-play event model before consideration.
Jannik Sinner 1.56 - Novak Djokovic 1.59 expected sets; Surface-adjusted win probability 48%-52%; projected games 26.9..
Over 23.5 has 77% model probability versus 51% no-vig implied probability. Raw implied is 53% and market margin is +5.3%. Expected value is +44.0% per unit.
Jannik Sinner: W-D-L-W-D; Novak Djokovic: W-D-L-W-W.
Data quality is 87%; low quality downgrades confidence.
Surface-specific conditions, draw context, and player status are not provider-backed yet.
Provider tennis context adjustment: Core tennis projection used stored player features where available and applied no fabricated head-to-head or travel adjustment.
Context layer applied residual probability effects after reviewing 3 structured signals. Side shift home 0.0%, away +0.9%; total shift 0.0%.
Novak Djokovic receives a small surface-fit adjustment from the mock context feed. Source: mock-context-feed; confidence 55%.
Mock player-fitness signal is tracked as a risk flag until real injury/news feeds and retirement-risk data are connected. Source: mock-context-feed; confidence 42%.
The fixture is live; the current context layer does not yet consume event-by-event in-play data. Source: mock-context-feed; confidence 50%.
Live score snapshot is 1-1; set, game, serve, break-point, and retirement-risk data are not connected.
Model 77% - fair odds 1.31
Model 64% - fair odds 1.57
Model 52% - fair odds 1.92
Model 48% - fair odds 2.08
Model 36% - fair odds 2.76
Current model, odds, data-quality, and missing-context state.
Projected edge would be +24.8%.
A moderate adverse injury, suspension, or lineup shock is applied to the selected side.
Lineups, injury/suspension news, and weather arrive and support the existing model signal.
Over 23.5 clears the positive-edge filter at +26.1% and EV +44.0%.
Data quality is 87%; below 62% the agent abstains.
Over 23.5 risk is low; high-risk picks need a wider edge before consideration.
The match is live, but set score, serve state, break points, fatigue, and retirement-risk data are not connected.
Missing context is noted but does not force abstention at the current edge/data-quality level.
Fixture has no future-season seed or synthetic market flag.
No real-data training profile is active; default minimum-edge guardrail is used.
Case memory did not find enough similar stored pressure to force abstention.
No public historical discipline evidence is attached, so this gate stays neutral.
Verdict: no clear value
The agent does not see enough separation between OddsPadi probabilities and no-vig market probabilities for Jannik Sinner vs Novak Djokovic.
Model tennis-surface-elo-v3; data quality 87%.
Surface-adjusted win probability 48%-52%; projected games 26.9.