The model missed the final outcome (Draw 1–1).
The model had projected Dieppe at 37.5%, but the full-time result went the other way.
Pasaran yang dijejaki vs hasil sepenuh masa
Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.
- Pasaran Ramalan Hasilnya Hasil
- Over / Under 2.5 Under 2.5 Under 2.5 (2 matlamat) ✔ Betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Ya ✔ Betul
- 1X2 Dieppe Lukis ✖ tak betul
- Cerapan skor tepat 1-1, 0-1, 1-0, 1-2, 2-1 1-1 ✔ Betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Caen | 32.9% | 60.9% | -28.1 pp | Market Higher |
| Draw | 29.6% | 23.2% | +6.4 pp | Model Higher |
| Dieppe | 37.5% | 15.9% | +21.7 pp | Model Edge |
The closing market estimates Caen's win probability at 60.9%, compared with the model's estimate of 32.9%, a difference of 28.1 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.
Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.
Selepas sepenuh masa, hasilnya ialah Draw 1–1.
Post Match Insights
What worked
- Both Teams To Score (Yes) matched the full-time result
- Under 2.5 goals aligned with the xG profile
- Exact score 1–1 fell within the model's highlighted bins
What failed
- 1X2: model leaned Dieppe; match finished Draw
Market lesson
The closing market differed from the model on Dieppe by 28.1 percentage points (65.5% vs model 37.5%) — in this case the market view proved closer.
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Jul 31, 2026 · 09:29 UTC Forecast generated
- Model 1X2 · Caen 32.9% · Draw 29.6% · Dieppe 37.6%
- xG · Caen 1.25 — Dieppe 1.35
-
Jul 31, 2026 · 08:59 UTC Opening odds snapshot PRE30
- 1X2 odds · Caen 1.46 · Draw 3.83 · Dieppe 5.60
- Implied 1X2 · Caen 60.9% · Draw 23.2% · Dieppe 15.9%
- Bookmaker · Pinnacle
-
Jul 31, 2026 · 09:29 UTC Closing snapshot recorded PRE1
- 1X2 odds · Caen 1.46 · Draw 3.83 · Dieppe 5.60
- Implied 1X2 · Caen 60.9% · Draw 23.2% · Dieppe 15.9%
- Bookmaker · Pinnacle
-
Jul 31, 2026 · 09:30 UTC Kickoff
-
FT Full-time result Draw · 1–1
-
FT Prediction missed 1X2 lean did not match full-time result
-
Archived Prediction review
Gambar Sejarah
Dibekukan pada sepak mula — keluaran model seperti sebelum perlawanan bermula.
Label sejarah: Originally displayed as "Wait for validation".
Metrik pra-padanan (konteks sejarah)
- Validation: Warning
- Large market gap (28 pp)
- No strong statistical edge
- Market strongly disagrees on price
- Validation warning
Validation Report
Immutable SnapshotModel Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Semakan Soalan Lazim
- Sejauh manakah ramalan itu tepat?
- Halaman ini menilai pasaran berarah (1X2, Lebih/Bawah 2.5, BTTS) berbanding keputusan sepenuh masa. Gred ramalan menggambarkan bilangan pasaran yang dijejaki itu sepadan dengan realiti.
- Apakah ukuran Ketepatan xG?
- Ketepatan xG membandingkan profil matlamat jangkaan pra-perlawanan model dengan garis skor sebenar — bukan sama ada setiap pasaran mencecah. Semakan arah yang kukuh boleh wujud bersama dengan skor ketepatan xG yang sederhana.
- Mengapakah skor tepat tidak diramalkan?
- Hasil skor betul ialah ekor berkemungkinan rendah walaupun model membaca profil padanan dengan baik. Kami menyerlahkan tong skor tertinggi untuk konteks; kehilangan baris tepat tidak membatalkan semakan arah.
- Adakah ini meningkatkan rekod AI?
- Setiap perlawanan selesai dilog masuk dalam saluran paip pengesahan kami. Kadar hit teragregat dan kajian CLV diterbitkan secara berasingan — halaman ini ialah jejak audit setiap perlawanan.
Ramalan adalah untuk tujuan maklumat sahaja. Sentiasa berjudi dengan penuh tanggungjawab dan dalam had anda. Prestasi masa lalu tidak menjamin hasil masa depan.
Taklimat AI untuk perlawanan ini belum tersedia. Selepas naik taraf pelayan, jalankan semula “Batch generate odds” untuk menjana ringkasan.
View technical JSON
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"alert_breadth_note": "2/12 sportsbooks confirmed",
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"alert_title": "Sharp Money Alert",
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"steam_subtitle": "Limited conviction",
"steam_tier": "C",
"title": "Betting Signal"
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{
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},
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"alignment": {
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},
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"confidence_band": "Moderate\u2013Low",
"decision_strength": 4.2,
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"decision_strength_v2": 4.2,
"decision_type": "VALUE_ALERT",
"execution_confidence": 33,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Wait - No Primary Bet",
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"snapshot": "The AI model sees Dieppe at 37.6% vs market 15.9%.",
"why": [
{
"text": "AI identifies Dieppe as the stronger side (37.6%)",
"tone": "ok"
},
{
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},
{
"text": "Market quality / price reliability is insufficient for Primary",
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}
],
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},
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],
"has_top_pick": true,
"headline": "Wait - No Primary Bet",
"hero_mode": "default",
"icon": "\u23f8",
"label": "Wait for validation",
"market_signal": "Direction aligns with model lean; pricing still diverges",
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"no_primary_reasons": {
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"codes": [
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],
"label": "Reason",
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"primary": {
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"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": null,
"version": "v1"
},
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"outlier_excluded_panel": "",
"primary_allowed": false,
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"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.3% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
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"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +5.3% \u2705 (need \u2265+5.0%) \u00b7 Calibration Clear \u2705 \u2192 Primary blocked. Decision Strength 4.2/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +5.3% (gate \u2265+5.0%) \u00b7 Calibration: Clear \u2192 Primary blocked \u00b7 Decision Strength 4.2/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
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"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
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"ok": true,
"value": "ok"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "51 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "33 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.3% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": false,
"value": "false"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
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"Decision strength: 4.2/10",
"Reliability below 65"
],
"reliability_score": 51,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
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"Market aligns with model",
"Consensus-line +EV"
],
"subline": "Model validation or guard rules block actionable value signals.",
"thresholds": {
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"lean_min_consensus_ev": 0.02,
"lean_min_strength": 5.0,
"min_consensus_ev": 0.05,
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"min_strength": 7.0,
"source": "db",
"user_id": 2
},
"thresholds_source": "db",
"thresholds_user_id": 2,
"tier": "wait",
"validation_ok": false,
"value_context": {
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"consensus_ev_display": "+5.3%",
"consensus_odds": 5.6,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.1588,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "+21.7 percentage points",
"raw_edge_pp": 21.7,
"raw_implied_prob": 0.17857142857142858,
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"raw_signal_ev_display": "+110.4%"
},
"version": "v2.5",
"xg_calibration": {
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"calibration_status": "ok",
"deviation_pct": 0.0,
"reasons": [],
"recommended_action": "ok",
"strength_delta": 0.0,
"uplift_away": null,
"uplift_home": null
}
},
"bet_status": "wait",
"books_breadth_display": "2/12",
"breadth_ratio": 0.16666666666666666,
"evidence": {
"score": 68,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Direction agrees; pricing still diverges",
"status": "caution"
},
{
"icon": "\u2713",
"key": "steam",
"label": "Sharp steam supports model side (direction only \u2014 not pricing convergence)",
"status": "pass"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (28 pp)",
"tone": "caution"
}
],
"parts": {
"alignment": 11.0,
"data_quality": 12.0,
"market_coverage": 1.7,
"steam_coherence": 7.0,
"validation": 14.0
},
"score": 51,
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 28.05,
"market_agreement": "weak",
"max_gap_pp": 28.05,
"model_calibration": {
"away_xg": 1.35,
"calibration_status": "ok",
"deviation_pct": 0.0,
"elevated": false,
"home_xg": 1.25,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.35,
"status_label": "Within typical league range",
"summary": "Home xG 1.25 \u00b7 Away xG 1.35 \u00b7 League avg 1.35 \u00b7 Peak deviation +0%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": -4.2,
"steam_conflicts": false,
"steam_move_display": "\u2193 -4.2%",
"steam_team": "Dieppe",
"suppress_execution": true,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 33,
"tier": "low",
"tier_label": "Low"
},
"market_compatibility": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 0,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 43,
"tier": "low",
"tier_label": "Low"
},
"model_value": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 0,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "wait",
"label": "Wait - No Primary Bet"
}
},
"verdict": {
"agree_note": "Model and market favour the same side (Dieppe), but pricing still diverges by 28.1 pp.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 28.1,
"key": "agree",
"label": "Direction agree \u00b7 Pricing diverges",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 28.1,
"summary": "Model and market favour the same side (Dieppe), but pricing still diverges by 28.1 pp."
},
"authority": {
"action": "wait",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 28.1,
"key": "agree",
"label": "Direction agree \u00b7 Pricing diverges",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 28.1,
"summary": "Model and market favour the same side (Dieppe), but pricing still diverges by 28.1 pp."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0531,
"best_outlier_ev": 0.011036999999999998,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 4.2,
"decision_strength_v1": 3.0,
"decision_strength_v2": 4.2,
"decision_type": "VALUE_ALERT",
"execution_confidence": 33,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Wait - No Primary Bet",
"is_primary": false,
"snapshot": "The AI model sees Dieppe at 37.6% vs market 15.9%.",
"why": [
{
"text": "AI identifies Dieppe as the stronger side (37.6%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 21.7,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Wait - No Primary Bet",
"hero_mode": "default",
"icon": "\u23f8",
"label": "Wait for validation",
"market_signal": "Direction aligns with model lean; pricing still diverges",
"model_conflict_detail": null,
"model_lean": "Dieppe",
"no_primary_reasons": {
"all_triggered": [
"market_quality"
],
"calibration_mode": null,
"codes": [
"market_quality"
],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.3% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +5.3% \u2705 (need \u2265+5.0%) \u00b7 Calibration Clear \u2705 \u2192 Primary blocked. Decision Strength 4.2/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +5.3% (gate \u2265+5.0%) \u00b7 Calibration: Clear \u2192 Primary blocked \u00b7 Decision Strength 4.2/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "ok"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "51 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "33 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.3% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": false,
"value": "false"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market favour the same side (Dieppe), but pricing still diverges by 28.1 pp.",
"Decision strength: 4.2/10",
"Reliability below 65"
],
"reliability_score": 51,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market aligns with model",
"Consensus-line +EV"
],
"subline": "Model validation or guard rules block actionable value signals.",
"thresholds": {
"extreme_gap_pp": 30.0,
"lean_min_consensus_ev": 0.02,
"lean_min_strength": 5.0,
"min_consensus_ev": 0.05,
"min_execution": 65,
"min_reliability": 65,
"min_strength": 7.0,
"source": "db",
"user_id": 2
},
"thresholds_source": "db",
"thresholds_user_id": 2,
"tier": "wait",
"validation_ok": false,
"value_context": {
"consensus_ev": 0.0531,
"consensus_ev_display": "+5.3%",
"consensus_odds": 5.6,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.1588,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "+21.7 percentage points",
"raw_edge_pp": 21.7,
"raw_implied_prob": 0.17857142857142858,
"raw_signal_ev": 1.1039,
"raw_signal_ev_display": "+110.4%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "ok",
"deviation_pct": 0.0,
"reasons": [],
"recommended_action": "ok",
"strength_delta": 0.0,
"uplift_away": null,
"uplift_home": null
}
},
"headline": "Wait - No Primary Bet",
"icon": "\u23f8",
"label": "Wait for validation",
"subline": "Model validation or guard rules block actionable value signals.",
"tier": "wait"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Caen 1.25 xG vs Dieppe 1.35 \u2192 Dieppe 37.5%",
"Market: Caen ~15.9% implied",
"Market Steam: Dieppe \u2193 -4.2%"
],
"one_liner": "Model leans Dieppe, but market pricing diverges by 28 pp.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -28.05,
"fair_prob": 32.85,
"label": "Caen",
"market_prob": 60.9,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 6.39,
"fair_prob": 29.61,
"label": "Draw",
"market_prob": 23.22,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 21.66,
"fair_prob": 37.54,
"label": "Dieppe",
"market_prob": 15.88,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": null,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": null,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": null,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": null,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": null,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": null,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "extreme_disagreement",
"edge_pp": -28.05,
"fair_prob_pct": 32.85,
"hero_side": "home",
"hero_team_name": "Caen",
"market_prob_pct": 60.9,
"status": "strong_market_ahead",
"steam_team_name": "Dieppe"
},
"fair_source": "poisson_pipeline",
"fair_vs_market": {
"closing_capture": "PRE1",
"closing_footnote": "Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.",
"comparison_available": true,
"comparison_disabled": false,
"comparison_summary": "The closing market estimates Caen\u0027s win probability at 60.9%, compared with the model\u0027s estimate of 32.9%, a difference of 28.1 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "extreme",
"edge_status": "strong_market_ahead",
"max_gap_pp": 28.05,
"suppress_hero": false,
"suppress_value_language": true
},
"divergence_label": "Extreme model-market divergence",
"divergence_level": "extreme",
"divergence_level_label": "Extreme divergence",
"divergence_note": "The fair estimate differs substantially from current market pricing. Large divergences can occur when rating inputs are incomplete, team-strength estimates are uncertain, or the market incorporates information not present in the model. Interpret with caution.",
"divergence_tier": "extreme",
"edge_label": "Extreme disagreement",
"edge_label_key": "extreme_disagreement",
"fair_confidence": "medium",
"fair_confidence_label": "Medium",
"fair_source_note": "Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Dieppe",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 15.9,
"model_prob_gap_display": "+21.6 percentage points",
"model_prob_gap_pp": 21.6,
"model_prob_pct": 37.5,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+21.6 percentage points",
"gap_pp": 21.6,
"label": "Low convergence",
"label_key": "mi_fa_pricing_low"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 51,
"reliability_tier": "limited",
"summary": "Dieppe \u2014 market direction supports the model, but pricing still diverges (+21.6 pp).",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 33,
"tier": "low",
"tier_label": "Low"
},
"market_compatibility": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 0,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 43,
"tier": "low",
"tier_label": "Low"
},
"model_value": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 0,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "wait",
"label": "Wait - No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Caen 1.25 xG vs Dieppe 1.35 \u2192 Dieppe 37.5%",
"Market: Caen ~15.9% implied",
"Market Steam: Dieppe \u2193 -4.2%"
],
"one_liner": "Model leans Dieppe, but market pricing diverges by 28 pp.",
"title": "Why?"
}
},
"forecast_certainty": {
"note": "Three outcomes remain closely bunched \u2014 treat as a relatively open match.",
"tier": "low",
"tier_label": "Low"
},
"forecast_certainty_label": "Low",
"has_market_probs": true,
"hero_edge_pp": -28.05,
"hero_label": "Caen",
"hero_side": "home",
"market_activity": "Dieppe odds shortened \u2193 -4.2%.",
"market_agreement": "weak",
"market_agreement_label": "Weak",
"market_interpretation": {},
"market_narrative": {},
"market_source": "closing_1x2",
"max_gap_pp": 28.05,
"model_validation": {
"score_label_key": "mi_mv_warning",
"status": "warning"
},
"model_validation_label": "Warning",
"outcome_separation": {
"breakdown": [
"No outcome exceeds 50% on the 1X2 grid.",
"Favourite exceeds second outcome by 4.7 pp (at 37.5%)."
],
"lead_gap_pp": 4.7,
"max_prob_pct": 37.5,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "low",
"tier_label": "Low"
},
"outcome_separation_label": "Low",
"overall_assessment": {
"badge_class": "extreme",
"largest_gap_label": "Caen",
"largest_gap_pp": -28.1,
"lead": "The closing market prices Caen higher than the statistical model.",
"level": "extreme",
"max_gap_pp": 28.1,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": -28.05,
"edge_pp": -28.05,
"fair_prob_pct": 32.85,
"is_hero": true,
"label": "Caen",
"market_prob_pct": 60.9,
"side": "home",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": 6.39,
"edge_pp": 6.39,
"fair_prob_pct": 29.61,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 23.22,
"side": "draw",
"signal_key": "model_higher",
"signal_label": "Model Higher"
},
{
"difference_pp": 21.66,
"edge_pp": 21.66,
"fair_prob_pct": 37.54,
"is_hero": false,
"label": "Dieppe",
"market_prob_pct": 15.88,
"side": "away",
"signal_key": "model_edge",
"signal_label": "Model Edge"
}
],
"status": "strong_market_ahead",
"status_label": "Strong Market Ahead",
"steam_note": "",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Caen (15.9%).",
"Dieppe has attracted notable multi-book line movement (\u2193 -4.2%, 2/12).",
"This creates a conflict: Model \u2192 Dieppe, Market \u2192 Caen, Recent sharp money \u2192 Dieppe.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 68.49,
"closing_odds": 1.46,
"closing_reason": "",
"closing_status": "recorded",
"closing_status_label": "Recorded",
"clv_pending": true,
"clv_pp": 0.0,
"clv_reason": "",
"clv_status": "pending",
"context": "match",
"current_stage": "waiting_for_kickoff",
"current_stage_detail": "",
"current_stage_label": "Waiting for kickoff",
"entry_implied_pct": 68.49,
"entry_odds": 1.46,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Warning",
"model_validation_status": "warning",
"stages": [
{
"detail": "",
"id": "forecast_generated",
"label": "Prediction Generated",
"status": "done"
},
{
"detail": "",
"id": "market_detected",
"label": "Market Compared",
"status": "active"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "active"
},
{
"detail": "PRE1",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 2,
"books_reacting_detail": [
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2193 -4.2%",
"odds_delta_pct": -4.2
},
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2193 -3.4%",
"odds_delta_pct": -3.4
}
],
"books_total": 12,
"breadth_display": "2/12",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 5.75,
"is_drift": false,
"move_context": "Sharpest sharp-led move",
"move_display": "\u2193 -4.2%",
"move_pct_abs": 4.2,
"move_speed_icon": "\ud83d\udcc8",
"move_speed_label": "Active repricing over 3h 59m",
"narrative_paragraphs": [
"Volatile two-way pricing on Dieppe (swing 6.52 \u2192 4.70 \u2192 5.75) \u2014 net 4.2% but intraday chop is elevated.",
"Price swings look choppy \u2014 volatility reduced overall confidence in the directional signal."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": -4.2,
"odds_path": {
"chart_y_labels": [
"6.00",
"5.80",
"5.60"
],
"display": "6.52 \u2192 4.70 \u2192 5.75",
"move_speed_icon": "\ud83d\udcc8",
"move_speed_label": "Active repricing over 3h 59m",
"pick_team": "Dieppe",
"points": [
{
"label_key": "open",
"value": "6.52"
},
{
"label_key": "extreme",
"value": "4.70"
},
{
"label_key": "current",
"value": "5.75"
}
],
"sparkline_points": [
6.0,
5.6,
5.75
],
"sparkline_polyline": "0.0,0.0 28.0,18.0 56.0,11.2",
"sparkline_trend": "down",
"sparkline_trend_label": "One-way drop",
"summary_boxes": [
{
"label_key": "open",
"value": "6.00"
},
{
"label_key": "low",
"value": "5.60"
},
{
"label_key": "high",
"value": "6.00"
},
{
"label_key": "current",
"value": "5.75"
}
]
},
"open_odds": 6.0,
"page_alert_line": "",
"phase_label": "Volatile",
"phase_tip": "High disagreement or chop \u2014 low reliability for directional bets.",
"pick_team": "Dieppe",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Bet365",
"show": true,
"signal_badge_class": "warn",
"signal_icon": "\u26a0\ufe0f",
"signal_impact": {
"current_odds": 5.75,
"is_drift": false,
"label": "Sharp signal",
"move_display": "\u2193 -4.2%",
"open_odds": 6.0,
"summary": "Sharp money supports the same direction as the model lean.",
"team": "Dieppe",
"tone": "with"
},
"signal_key": "volatile_market",
"signal_label": "Volatile market",
"steam_score": 14,
"steam_subtitle": "Limited conviction",
"steam_tier": "C",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "2/12",
"current_odds": 5.75,
"move_display": "\u2193 -4.2%",
"open_odds": 6.0,
"pick_team": "Dieppe",
"steam_score": 14,
"steam_team_name": "Dieppe",
"steam_tier": "C"
},
"premium_teaser": {
"current_divergence_pp": 28.1,
"divergence_label": "Current divergence",
"title": "Premium Market Intelligence",
"unlock_items": [
"Historical similar matches",
"Closing odds analysis",
"CLV tracking",
"Sharp money signals",
"Market efficiency rating",
"Historical model vs market results"
],
"unlock_label": "Unlock"
},
"show": true
},
"match": {
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Dieppe",
"away_team_id": 9274,
"away_team_logo": "/static/teams/9274.webp",
"away_team_name": "Dieppe",
"away_team_slug": "dieppe",
"country_code": null,
"country_display_name": "World",
"country_flag": null,
"country_id": 168,
"country_name": "World",
"fixture_id": 1604711,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "France",
"home_team_display_name": "Caen",
"home_team_id": 88,
"home_team_logo": "/static/teams/88.webp",
"home_team_name": "Caen",
"home_team_slug": "caen",
"league_country": "World",
"league_country_display": "World",
"league_display_name": "Perlawanan Persahabatan Kelab",
"league_id": 667,
"league_logo": "/static/leagues/667.webp",
"league_name": "Perlawanan Persahabatan Kelab",
"league_season": 2026,
"match_date": "2026-07-31 09:30:00",
"score_fulltime_away": null,
"score_fulltime_home": null,
"score_penalty_away": null,
"score_penalty_home": null,
"status_long": "Not Started",
"status_short": "NS",
"venue_city": null,
"venue_name": null
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_top_two_close",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"Top two outcomes relatively close in probability (\u22120.5)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.1349,
"best_odd": 5.6,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0293,
"ev": 0.0531,
"implied_prob": 0.1588,
"joint_probs": {
"away": 0.1588,
"draw": 0.2322,
"home": 0.609
},
"model_prob": 0.3757,
"p_final": 0.1881
},
"draw": {
"alpha": 0.2714,
"best_odd": 3.83,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0172,
"ev": -0.0448,
"implied_prob": 0.2322,
"joint_probs": {
"away": 0.1588,
"draw": 0.2322,
"home": 0.609
},
"model_prob": 0.2956,
"p_final": 0.2494
},
"ev_available": true,
"home": {
"alpha": 0.3477,
"best_odd": 1.46,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0975,
"ev": -0.2531,
"implied_prob": 0.609,
"joint_probs": {
"away": 0.1588,
"draw": 0.2322,
"home": 0.609
},
"model_prob": 0.3287,
"p_final": 0.5116
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 5.6,
"edge": 0.1971,
"ev": 1.1037,
"implied_prob": 0.1786,
"model_prob": 0.3757
},
"draw": {
"best_odd": 3.83,
"edge": 0.0345,
"ev": 0.1323,
"implied_prob": 0.2611,
"model_prob": 0.2956
},
"ev_available": true,
"home": {
"best_odd": 1.46,
"edge": -0.3562,
"ev": -0.5201,
"implied_prob": 0.6849,
"model_prob": 0.3287
}
},
"btts": {
"ev_available": false,
"n_bookmakers": 0,
"reliability": "low"
},
"ou25": {
"ev_available": false,
"n_bookmakers": 0,
"reliability": "low"
}
},
"match_regime": {
"action": "avoid",
"code": "no_edge",
"execution_line_key": "pred_regime_exec_no_actionable",
"insight_line_key": "pred_regime_insight_minor_inefficiency",
"stake_mult": 0.0,
"use_split_strip": true
},
"match_tier": "no_bet",
"min_ev": 0.02,
"total_xg": 2.6,
"variance_flag": false
},
"unified_decision": {
"actionable_ev_threshold": 0.02,
"algorithm": {
"enabled_since": "2026-05-26",
"game_typing_module": true,
"version": "2.5.0"
},
"balanced_alternative": null,
"best_consensus_ev": 0.0531,
"best_outlier_ev": 1.1037,
"best_tracked_ev": 0.0531,
"confidence": 5.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_max_1x2_under_50"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Market aligns with model",
"Consensus-line +EV"
],
"guard_capped": true,
"score": 4.2,
"score_before_guard": 5.0,
"score_v1_legacy": 3.0,
"score_v2_pre_penalty": 4.2,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Market aligns with model",
"Consensus-line +EV"
],
"score": 4.2,
"score_pre_penalty": 4.2
},
"decision_type": "VALUE_ALERT",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"grade": "B",
"stake_factor": 0.5
},
"favourite_misaligned_1x2": {
"active": false,
"gap": null,
"side": null
},
"final_action": "wait",
"final_decision": {
"action": "wait",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 28.1,
"key": "agree",
"label": "Direction agree \u00b7 Pricing diverges",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 28.1,
"summary": "Model and market favour the same side (Dieppe), but pricing still diverges by 28.1 pp."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0531,
"best_outlier_ev": 0.011036999999999998,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 4.2,
"decision_strength_v1": 3.0,
"decision_strength_v2": 4.2,
"decision_type": "VALUE_ALERT",
"execution_confidence": 33,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Wait - No Primary Bet",
"is_primary": false,
"snapshot": "The AI model sees Dieppe at 37.6% vs market 15.9%.",
"why": [
{
"text": "AI identifies Dieppe as the stronger side (37.6%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 21.7,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Wait - No Primary Bet",
"hero_mode": "default",
"icon": "\u23f8",
"label": "Wait for validation",
"market_signal": "Direction aligns with model lean; pricing still diverges",
"model_conflict_detail": null,
"model_lean": "Dieppe",
"no_primary_reasons": {
"all_triggered": [
"market_quality"
],
"calibration_mode": null,
"codes": [
"market_quality"
],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.3% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +5.3% \u2705 (need \u2265+5.0%) \u00b7 Calibration Clear \u2705 \u2192 Primary blocked. Decision Strength 4.2/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +5.3% (gate \u2265+5.0%) \u00b7 Calibration: Clear \u2192 Primary blocked \u00b7 Decision Strength 4.2/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "ok"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "51 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "33 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.3% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": false,
"value": "false"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market favour the same side (Dieppe), but pricing still diverges by 28.1 pp.",
"Decision strength: 4.2/10",
"Reliability below 65"
],
"reliability_score": 51,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market aligns with model",
"Consensus-line +EV"
],
"subline": "Model validation or guard rules block actionable value signals.",
"thresholds": {
"extreme_gap_pp": 30.0,
"lean_min_consensus_ev": 0.02,
"lean_min_strength": 5.0,
"min_consensus_ev": 0.05,
"min_execution": 65,
"min_reliability": 65,
"min_strength": 7.0,
"source": "db",
"user_id": 2
},
"thresholds_source": "db",
"thresholds_user_id": 2,
"tier": "wait",
"validation_ok": false,
"value_context": {
"consensus_ev": 0.0531,
"consensus_ev_display": "+5.3%",
"consensus_odds": 5.6,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.1588,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "+21.7 percentage points",
"raw_edge_pp": 21.7,
"raw_implied_prob": 0.17857142857142858,
"raw_signal_ev": 1.1039,
"raw_signal_ev_display": "+110.4%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "ok",
"deviation_pct": 0.0,
"reasons": [],
"recommended_action": "ok",
"strength_delta": 0.0,
"uplift_away": null,
"uplift_home": null
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.545,
"draw_prob": 0.2956,
"max_1x2_prob": 0.3757,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.1
},
"type": "balanced",
"typing_weights_enabled": true
},
"guard_active": true,
"guard_level": "extreme",
"guard_message": "Model validation failed \u2014 value signals on 1X2 are not actionable until inputs are verified.",
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 5.6,
"decision": "guard_blocked",
"decision_before_guard": "value_bet",
"edge": 0.0293,
"ev": 0.0531,
"guard_blocked": true,
"implied_prob": 0.1588,
"max_ev_side": "away",
"model_prob": 0.3757,
"side": "away",
"side_label": "Dieppe"
},
"btts": {
"decision": "lean",
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.545,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "no_bet",
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.518,
"side": "under",
"value_side": "under"
}
},
"match_id": 1604711,
"match_regime": {
"action": "optional",
"actionable": true,
"clear_edge": false,
"code": "thin_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.0531,
"min_ev": 0.02,
"stake_mult": 0.25,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3757,
"draw": 0.2956,
"home": 0.3287
},
"reason_codes": [
"model_summary"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Dieppe",
"home": "Caen"
},
"top_pick": {
"composite_score": 0.021945,
"decision": "value_bet",
"ev": 0.0531,
"implied_prob": 0.1588,
"market": "1x2",
"model_prob": 0.3757,
"not_dominant": true,
"primary_strength": "weak",
"risk_band": "speculative",
"risk_tier": "primary",
"side": "away",
"side_label": "Dieppe",
"slot": "primary",
"speculative_primary": true
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": 0.0531,
"consensus_ev_display": "+5.3%",
"consensus_odds": 5.6,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.1588,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "+21.7 percentage points",
"raw_edge_pp": 21.7,
"raw_implied_prob": 0.17857142857142858,
"raw_signal_ev": 1.1039,
"raw_signal_ev_display": "+110.4%"
}
}
},
"fixture_id": 1604711,
"generated_at_utc": "2026-07-31T09:29:35.696257+00:00",
"lang_id": "en"
}
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