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Mỗi hàng so sánh mô hình trước trận đấu với kết quả toàn thời gian.
- Chợ Dự đoán Kết quả kết quả
- Tài / Xỉu 2.5 Tài 2.5 Tài 2.5 (3 mục tiêu) ✔ Chính xác
- Cả Hai Đội Đều Ghi Bàn BTTS Có Không ✖ Không đúng
- 1X2 Motherwell Motherwell ✔ Chính xác
- Thông tin tỷ số chính xác 2-1, 3-1, 1-1, 2-2, 2-0 3-0 ✖ Không đúng
Validation Report
Immutable Snapshot
Closing Odds
2.19
AI Fair Odds
—
CLV
+0.0%
Final Result
Motherwell win · Motherwell 3–0 Dundee United
Prediction
✔ Correct
Decision Grade
B-
Model Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
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View technical JSON
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"content_hash": "f359ffecc7578637a2381e9470f0c1c4393432243a9bbf763cae7fe0adb1c816",
"decision_algo_version": "2.5.0",
"facts": {
"ai_fp": {
"away_predicted_xg": 1.48,
"away_win_prob": 0.2112,
"away_win_prob_posterior": null,
"bayes_applied": 0,
"btts_no_prob": 0.284,
"btts_yes_prob": 0.716,
"dc_rho": -0.13,
"draw_prob": 0.2053,
"draw_prob_posterior": null,
"fair_odds_away": 4.73,
"fair_odds_away_posterior": null,
"fair_odds_draw": 4.87,
"fair_odds_draw_posterior": null,
"fair_odds_home": 1.71,
"fair_odds_home_posterior": null,
"home_predicted_xg": 2.47,
"home_win_prob": 0.5834,
"home_win_prob_posterior": null,
"over_25_prob": 0.755,
"prediction_confidence": "high",
"under_25_prob": 0.246
},
"api_prediction": {
"advice": "Double chance : Motherwell or draw",
"main_pick_display": "Winner : Motherwell",
"percent_away": "0%",
"percent_draw": "50%",
"percent_home": "50%",
"winner_name": "Motherwell"
},
"away_xg": 1.48,
"betting_insight": {
"bet_label": "Motherwell",
"confidence": 58.4,
"main_pick_meta": {
"confidence": "high",
"display_text": "Winner : Motherwell",
"edge": 0.1418,
"edge_gap": 0.3728,
"market": "1X2",
"market_prob": 0.4421,
"model_prob": 0.5839,
"pick_type": "winner",
"probabilities": {
"away": 21.1,
"draw": 20.5,
"home": 58.4
},
"reason": "",
"selection": "home",
"selection_name": "Motherwell"
},
"market_comparison": [
{
"affi_link": "",
"bookmaker_name": "Pinnacle",
"odd": 2.19
}
],
"risk_color": "#f44336",
"risk_key": "high_risk",
"stacked_market": null,
"value_bet": {
"best_odds": 2.19,
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"display_market": "Motherwell Win",
"is_value": true,
"label": "Home",
"market_fair_odds": 2.26,
"market_odds": 2.19,
"model_odds": 1.71,
"overround": 3.3,
"prob_edge": 12.8,
"value_pct": 28.1,
"value_rating": "strong_value"
}
},
"betting_markets": {
"btts": {
"away_clean_sheet": 0,
"away_failed_to_score": 2,
"away_played": 3,
"away_score_rate": 77.2,
"home_clean_sheet": 1,
"home_failed_to_score": 1,
"home_played": 2,
"home_score_rate": 91.5,
"no_prob": 28.4,
"pick": "Yes",
"pick_prob": 71.6,
"source": "xG_dc",
"strong_pick": false,
"yes_prob": 71.6
},
"correct_score": {
"away_expected": 1.48,
"home_expected": 2.47,
"scores": [
{
"away": 1,
"home": 2,
"label": "2-1",
"prob": 8.7
},
{
"away": 1,
"home": 3,
"label": "3-1",
"prob": 7.2
},
{
"away": 1,
"home": 1,
"label": "1-1",
"prob": 7.0
},
{
"away": 2,
"home": 2,
"label": "2-2",
"prob": 6.4
},
{
"away": 0,
"home": 2,
"label": "2-0",
"prob": 5.9
}
],
"source": "xG"
},
"double_chance": {
"options": [
{
"key": "1X",
"label": "Motherwell or Draw",
"prob": 78.8
},
{
"key": "12",
"label": "Motherwell or Dundee United",
"prob": 79.4
},
{
"key": "X2",
"label": "Draw or Dundee United",
"prob": 41.6
}
],
"pick_key": "12",
"pick_label": "Motherwell or Dundee United",
"pick_prob": 79.4
},
"match_winner": {
"away_pct": 21.1,
"draw_pct": 20.5,
"home_pct": 58.3,
"lean_key": "home",
"lean_label": "Motherwell"
},
"over_under": {
"api_hint": null,
"avg_total": 3.95,
"away_avg_scored": 0.3,
"confidence": "high",
"home_avg_scored": 1.0,
"over_prob": 75.4,
"pick": "Over 2.5",
"pick_prob": 75.4,
"source": "xG_dc",
"strong_pick": false,
"total_expected": 3.95,
"under_prob": 24.6
},
"prob_source": "poisson",
"value_bet_enhanced": {
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"edge": 28.1,
"implied_prob": 45.7,
"is_value": true,
"label": "Home",
"market": "Motherwell Win",
"model_prob": 58.5,
"odds": 2.19
}
},
"closing_line_bundle": {
"away_team": "Dundee United",
"closing_1x2_probs_pct": {
"away": 28.9,
"draw": 26.89,
"home": 44.21
},
"closing_bookmaker": "Pinnacle",
"closing_capture": "PRE1",
"closing_fetched_at": "2026-09-02 18:44:29",
"early_bookmaker": "Pinnacle",
"early_capture": "PRE30",
"early_fetched_at": "2026-09-02 18:14:23",
"has_data": true,
"home_team": "Motherwell",
"largest_move_kind": null,
"max_abs_move_pp": 0.0,
"model_vs_closing": [
{
"closing_implied_pct": 44.21,
"gap_pp": 14.18,
"kind": "1x2_h",
"model_pct": 58.39
},
{
"closing_implied_pct": 26.89,
"gap_pp": -6.39,
"kind": "1x2_d",
"model_pct": 20.5
},
{
"closing_implied_pct": 28.9,
"gap_pp": -7.79,
"kind": "1x2_a",
"model_pct": 21.11
},
{
"closing_implied_pct": 55.98,
"gap_pp": 19.42,
"kind": "ou_o",
"model_pct": 75.4
},
{
"closing_implied_pct": 44.02,
"gap_pp": -19.42,
"kind": "ou_u",
"model_pct": 24.6
}
],
"movement": [
{
"closing": 2.19,
"early": 2.19,
"implied_closing_pct": 44.21,
"implied_delta_pp": 0.0,
"implied_early_pct": 44.21,
"kind": "1x2_h"
},
{
"closing": 3.6,
"early": 3.6,
"implied_closing_pct": 26.89,
"implied_delta_pp": 0.0,
"implied_early_pct": 26.89,
"kind": "1x2_d"
},
{
"closing": 3.35,
"early": 3.35,
"implied_closing_pct": 28.9,
"implied_delta_pp": 0.0,
"implied_early_pct": 28.9,
"kind": "1x2_a"
},
{
"closing": 1.73,
"early": 1.73,
"implied_closing_pct": 55.98,
"implied_delta_pp": 0.0,
"implied_early_pct": 55.98,
"kind": "ou_o"
},
{
"closing": 2.2,
"early": 2.2,
"implied_closing_pct": 44.02,
"implied_delta_pp": 0.0,
"implied_early_pct": 44.02,
"kind": "ou_u"
}
],
"movement_negligible": true,
"same_bookmaker": true,
"top_value_gap": {
"gap_pp": 19.4,
"kind": "ou_o"
}
},
"correct_score_insight": {
"best_value": null,
"lean_card": {
"diff_pp": -2.4,
"ev": -0.217,
"has_edge": false,
"label": "2-1",
"market_odds": 9.0,
"market_prob": 0.1111,
"market_prob_pct": 11.1,
"model_prob": 0.087,
"model_prob_pct": 8.7,
"n_bookmakers": 10,
"status_key": "no_value"
},
"most_likely": {
"label": "2-1",
"prob": 8.7
},
"top5": [
{
"label": "2-1",
"prob": 8.7
},
{
"label": "3-1",
"prob": 7.2
},
{
"label": "1-1",
"prob": 7.0
},
{
"label": "2-2",
"prob": 6.4
},
{
"label": "2-0",
"prob": 5.9
}
]
},
"home_xg": 2.47,
"homepage_pick": {
"best_bookmaker": "Betano",
"best_odds": 2.07,
"confidence": "moderate",
"display_label": "Home Motherwell",
"edge": 10.1,
"ev": 21.1,
"probability": 58.4
},
"market_cards": [
{
"authority_action": "no_bet",
"authority_note": "The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"consensus_odds": 2.19,
"decision": "value_bet",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": 0.0782,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": 7.8,
"text": "+7.8%"
},
"featured": true,
"id": "1x2",
"implied_prob": 0.4421,
"is_extreme_disagreement": false,
"max_ev": 0.0782,
"max_ev_display": {
"capped": false,
"raw_pct": 7.8,
"text": "+7.8%"
},
"model_prob": 0.5839,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_signal_ev": 0.2787,
"raw_signal_ev_display": "+27.9%",
"show_primary_label": false,
"side_label": "Motherwell",
"sort_key": 10220.38,
"tier": "best"
},
{
"decision": "lean",
"decision_layer": {
"available": false
},
"ev_available": false,
"ev_over": null,
"ev_over_display": null,
"ev_under": null,
"ev_under_display": null,
"featured": false,
"id": "ou_2_5",
"max_ev": null,
"n_bookmakers": 0,
"over_prob": 75.4,
"sort_key": 4050.0,
"tier": "lean",
"under_prob": 24.6,
"value_side": "over"
},
{
"decision": "lean",
"decision_layer": {
"available": false
},
"ev_available": false,
"ev_no": null,
"ev_no_display": null,
"ev_yes": null,
"ev_yes_display": null,
"featured": false,
"id": "btts",
"max_ev": null,
"n_bookmakers": 0,
"no_prob": 28.4,
"sort_key": 4050.0,
"tier": "lean",
"value_side": "yes",
"yes_prob": 71.6
},
{
"featured": false,
"id": "correct_score",
"sort_key": 806.1,
"tier": "risk",
"top_label": "2-1",
"top_prob": 8.7
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "10/13",
"alert_breadth_note": "10/13 sportsbooks confirmed",
"alert_move": "\u2191 +9.3%",
"alert_team": "Motherwell",
"alert_title": "Sharp Money Alert",
"divergence_pp": 14.1,
"has_alert": false,
"hero_edge_pp": 14.13,
"hero_label": "Motherwell",
"market_prob_pct": 44.2,
"market_team": "Motherwell",
"model_prob_pct": 58.3,
"model_team": "Motherwell",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": 32,
"steam_subtitle": "Limited conviction",
"steam_tier": "C",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "market_disagree",
"read_min": 5,
"title": "When Should You Trust AI Over the Market?",
"url": "/academy/ai-betting/when-should-you-trust-ai-over-the-market/en"
},
{
"key": "steam",
"read_min": 4,
"title": "What Is a Steam Move?",
"url": "/academy/betting-market/what-is-a-steam-move/en"
},
{
"key": "clv_pending",
"read_min": 3,
"title": "Why CLV Matters More Than Win Rate",
"url": "/academy/clv/why-clv-matters-more-than-win-rate/en"
}
],
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.2,
"summary": "The market has moved away from Motherwell, but the model still strongly favours Motherwell."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.2,
"summary": "The market has moved away from Motherwell, but the model still strongly favours Motherwell."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0782,
"best_outlier_ev": 0.2787,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.6,
"decision_strength_v1": 6.0,
"decision_strength_v2": 3.1,
"decision_type": "NO_SIGNAL",
"execution_confidence": 16,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Motherwell at 58.4%, compared with a no-vig market probability of 44.2%.",
"why": [
{
"text": "Decision Model identifies Motherwell as the value side (58.4%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 14.2,
"gates_failed": [
"Extreme xG calibration failed \u2014 model \u03bb not trusted for Primary"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"model_conflict_detail": null,
"model_lean": "Motherwell",
"no_primary_reasons": {
"all_triggered": [
"calibration_risk",
"market_conflict",
"market_quality"
],
"calibration_mode": "hard",
"codes": [
"calibration_risk",
"market_conflict"
],
"label": "Reason",
"other_factors": [
{
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "drift_against_model",
"tone": "warn"
}
],
"other_label": "Other factors",
"primary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"secondary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "drift_against_model",
"tone": "warn"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Motherwell \u00b7 decimal odds ~2.19 (derived from model% \u00d7 (1+EV)) \u00b7 EV +28% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1556657 \u00b7 snapshot=live-render \u00b7 odds\u22482.19 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +7.8% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +7.8% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Extreme xG calibration failed \u2014 model \u03bb not trusted for Primary",
"ok": false
},
{
"key": "xg_strength",
"label": "Extreme xG reduced Decision Strength (-1.5)",
"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 +7.8% \u2705 (need \u2265+5.0%) \u00b7 Calibration Failed (extreme xG) \u274c \u2192 Primary blocked. Decision Strength 3.6/10 (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 +7.8% (gate \u2265+5.0%) \u00b7 Calibration: Failed (extreme xG) \u2192 Primary blocked \u00b7 Decision Strength 3.6/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": false,
"value": "failed"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "47 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "16 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+7.8% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 4,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"Decision strength: 3.6/10",
"Extreme xG calibration failed \u2014 model \u03bb not trusted for Primary",
"Outlier price +28% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 47,
"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 steam conflicts with model",
"Consensus-line +EV",
"Clear xG separation"
],
"subline": "The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"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": "observe",
"validation_ok": true,
"value_context": {
"consensus_ev": 0.0782,
"consensus_ev_display": "+7.8%",
"consensus_odds": 2.19,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4421,
"is_extreme_disagreement": false,
"model_prob": 0.5839,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.4566210045662101,
"raw_signal_ev": 0.2787,
"raw_signal_ev_display": "+27.9%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "failed",
"deviation_pct": 83.0,
"reasons": [
"Extreme xG deviation 83% vs league baseline",
"Clear xG separation gap=0.99"
],
"recommended_action": "apply stronger regression",
"strength_delta": -1.5,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "clear",
"block_value_alert": false,
"separation_score": 5,
"strength_delta": 0.5,
"xg_gap": 0.99
}
}
},
"bet_status": "no_bet",
"books_breadth_display": "10/13",
"breadth_ratio": 0.7692307692307693,
"evidence": {
"score": 76,
"signals": [
{
"icon": "\u2713",
"key": "statistical_edge",
"label": "Statistical edge detected",
"status": "pass"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Direction agrees; pricing still diverges",
"status": "caution"
},
{
"icon": "!",
"key": "steam",
"label": "Market drift conflicts with model",
"status": "caution"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 4,
"tier": "high",
"tier_label": "High"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (14 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Market drift conflicts with model",
"tone": "caution"
},
{
"key": "xg_calibration",
"label": "High xG deviation from league baseline (83%+)",
"tone": "negative"
}
],
"parts": {
"alignment": 17.9,
"data_quality": 12.0,
"market_coverage": 7.7,
"steam_coherence": 2.0,
"validation": 14.0
},
"score": 47,
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 14.13,
"market_agreement": "weak",
"max_gap_pp": 14.13,
"model_calibration": {
"away_xg": 1.48,
"calibration_status": "failed",
"deviation_pct": 83.0,
"elevated": true,
"home_xg": 2.47,
"impact_note": "Extreme xG mainly inflates totals (O/U / BTTS) and can overstate 1X2 favourite edges. Primary is blocked on all markets; 1X2 Best +EV lean is still discretionary only \u2014 treat that EV as possibly inflated and size down sharply (e.g. \u226425\u201350% of a normal selective stake) or skip.",
"league_avg_xg": 1.35,
"peak_xg": 2.47,
"status_label": "High deviation from league baseline",
"summary": "Home xG 2.47 \u00b7 Away xG 1.48 \u00b7 League avg 1.35 \u00b7 Peak deviation +83%",
"title": "Model Calibration Check"
},
"move_is_drift": true,
"mv_status": "warning",
"odds_delta_pct": 9.3,
"steam_conflicts": true,
"steam_move_display": "\u2191 +9.3%",
"steam_team": "Motherwell",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 16,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"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": 10,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 58,
"tier": "moderate",
"tier_label": "Moderate"
},
"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": 10,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"verdict": {
"agree_note": "The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.2,
"summary": "The market has moved away from Motherwell, but the model still strongly favours Motherwell."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.2,
"summary": "The market has moved away from Motherwell, but the model still strongly favours Motherwell."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0782,
"best_outlier_ev": 0.2787,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.6,
"decision_strength_v1": 6.0,
"decision_strength_v2": 3.1,
"decision_type": "NO_SIGNAL",
"execution_confidence": 16,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Motherwell at 58.4%, compared with a no-vig market probability of 44.2%.",
"why": [
{
"text": "Decision Model identifies Motherwell as the value side (58.4%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 14.2,
"gates_failed": [
"Extreme xG calibration failed \u2014 model \u03bb not trusted for Primary"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"model_conflict_detail": null,
"model_lean": "Motherwell",
"no_primary_reasons": {
"all_triggered": [
"calibration_risk",
"market_conflict",
"market_quality"
],
"calibration_mode": "hard",
"codes": [
"calibration_risk",
"market_conflict"
],
"label": "Reason",
"other_factors": [
{
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "drift_against_model",
"tone": "warn"
}
],
"other_label": "Other factors",
"primary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"secondary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "drift_against_model",
"tone": "warn"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Motherwell \u00b7 decimal odds ~2.19 (derived from model% \u00d7 (1+EV)) \u00b7 EV +28% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1556657 \u00b7 snapshot=live-render \u00b7 odds\u22482.19 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +7.8% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +7.8% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Extreme xG calibration failed \u2014 model \u03bb not trusted for Primary",
"ok": false
},
{
"key": "xg_strength",
"label": "Extreme xG reduced Decision Strength (-1.5)",
"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 +7.8% \u2705 (need \u2265+5.0%) \u00b7 Calibration Failed (extreme xG) \u274c \u2192 Primary blocked. Decision Strength 3.6/10 (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 +7.8% (gate \u2265+5.0%) \u00b7 Calibration: Failed (extreme xG) \u2192 Primary blocked \u00b7 Decision Strength 3.6/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": false,
"value": "failed"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "47 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "16 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+7.8% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 4,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"Decision strength: 3.6/10",
"Extreme xG calibration failed \u2014 model \u03bb not trusted for Primary",
"Outlier price +28% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 47,
"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 steam conflicts with model",
"Consensus-line +EV",
"Clear xG separation"
],
"subline": "The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"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": "observe",
"validation_ok": true,
"value_context": {
"consensus_ev": 0.0782,
"consensus_ev_display": "+7.8%",
"consensus_odds": 2.19,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4421,
"is_extreme_disagreement": false,
"model_prob": 0.5839,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.4566210045662101,
"raw_signal_ev": 0.2787,
"raw_signal_ev_display": "+27.9%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "failed",
"deviation_pct": 83.0,
"reasons": [
"Extreme xG deviation 83% vs league baseline",
"Clear xG separation gap=0.99"
],
"recommended_action": "apply stronger regression",
"strength_delta": -1.5,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "clear",
"block_value_alert": false,
"separation_score": 5,
"strength_delta": 0.5,
"xg_gap": 0.99
}
}
},
"headline": "No Primary Bet",
"icon": "\u25cb",
"label": "No Primary Bet",
"subline": "The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Motherwell 2.47 xG vs Dundee United 1.48 \u2192 Motherwell 58.3%",
"Market: Motherwell ~44.2% implied",
"Market Drift: Motherwell odds \u2191 +9.3%"
],
"one_liner": "Model favours Motherwell, but the market has moved away from Motherwell.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": 14.13,
"fair_prob": 58.34,
"label": "Motherwell",
"market_prob": 44.21,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": -6.36,
"fair_prob": 20.53,
"label": "Draw",
"market_prob": 26.89,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": -7.78,
"fair_prob": 21.12,
"label": "Dundee United",
"market_prob": 28.9,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": null,
"fair_prob": 75.4,
"label": "Over 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": null,
"fair_prob": 24.6,
"label": "Under 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": null,
"fair_prob": 71.6,
"label": "BTTS Yes",
"market_prob": null,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": null,
"fair_prob": 28.4,
"label": "BTTS No",
"market_prob": null,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": 14.13,
"fair_prob_pct": 58.34,
"hero_side": "home",
"hero_team_name": "Motherwell",
"market_prob_pct": 44.21,
"status": "strong_disagreement",
"steam_team_name": "Motherwell"
},
"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 statistical model estimates Motherwell\u0027s win probability at 58.3%, compared with the closing market\u0027s implied probability of 44.2%, a difference of 14.1 percentage points. This highlights a substantial disagreement between the model\u0027s assessment and the market consensus, rather than indicating which view is ultimately correct.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "strong",
"edge_status": "strong_disagreement",
"max_gap_pp": 14.13,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "Strong model-market divergence",
"divergence_level": "strong",
"divergence_level_label": "Strong divergence",
"divergence_note": "The fair estimate differs noticeably from current market pricing. This may reflect genuine disagreement or incomplete rating inputs.",
"divergence_tier": "strong",
"edge_label": "Strong disagreement",
"edge_label_key": "strong_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": "Slight favourite",
"favourite_label": "Motherwell",
"forecast_certainty_tier": "high",
"headline": "Slight edge match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 44.2,
"model_prob_gap_display": "+14.1 percentage points",
"model_prob_gap_pp": 14.1,
"model_prob_pct": 58.3,
"outcome_separation_tier": "high",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+14.1 percentage points",
"gap_pp": 14.1,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 47,
"reliability_tier": "limited",
"summary": "The market has moved away from Motherwell, but the model still strongly favours Motherwell. This disagreement reduces confidence and prevents a Primary bet.",
"tier": "slight_edge",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 16,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"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": 10,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 58,
"tier": "moderate",
"tier_label": "Moderate"
},
"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": 10,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Motherwell 2.47 xG vs Dundee United 1.48 \u2192 Motherwell 58.3%",
"Market: Motherwell ~44.2% implied",
"Market Drift: Motherwell odds \u2191 +9.3%"
],
"one_liner": "Model favours Motherwell, but the market has moved away from Motherwell.",
"title": "Why?"
}
},
"forecast_certainty": {
"note": "One outcome clearly leads the model 1X2 grid.",
"tier": "high",
"tier_label": "High"
},
"forecast_certainty_label": "High",
"has_market_probs": true,
"hero_edge_pp": 14.13,
"hero_label": "Motherwell",
"hero_side": "home",
"market_activity": "Motherwell odds lengthened \u2191 +9.3%.",
"market_agreement": "weak",
"market_agreement_label": "Weak",
"market_interpretation": {
"bullets": [
"The model may see a slower-scoring or closer matchup than the market.",
"Monitor line movement before kickoff \u2014 not a betting recommendation."
],
"follow_up": "",
"gap_tier": "strong",
"lead": "The statistical fair estimate is materially higher than the market on Motherwell.",
"note": "Market activity aligns with the largest pricing gap on Motherwell.",
"paragraphs": [
"The statistical fair estimate is materially higher than the market on Motherwell.",
"Market activity aligns with the largest pricing gap on Motherwell."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The fair estimate favors Motherwell more strongly than current market pricing.",
"Recent line movement on Motherwell (\u2191 +9.3%) aligns with the pricing gap.",
"Broad sportsbook alignment (10/13) supports the current market view on Motherwell."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 14.13,
"model_validation": {
"score_label_key": "mi_mv_warning",
"status": "warning"
},
"model_validation_label": "Warning",
"outcome_separation": {
"breakdown": [
"Favourite exceeds second outcome by 37.2 pp (at 58.3%)."
],
"lead_gap_pp": 37.2,
"max_prob_pct": 58.3,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "high",
"tier_label": "High"
},
"outcome_separation_label": "High",
"overall_assessment": {
"badge_class": "strong",
"largest_gap_label": "Motherwell",
"largest_gap_pp": 14.1,
"lead": "The model rates Motherwell considerably stronger than the closing betting market.",
"level": "strong",
"max_gap_pp": 14.1,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": 14.13,
"edge_pp": 14.13,
"fair_prob_pct": 58.34,
"is_hero": true,
"label": "Motherwell",
"market_prob_pct": 44.21,
"side": "home",
"signal_key": "model_edge",
"signal_label": "Model Edge"
},
{
"difference_pp": -6.36,
"edge_pp": -6.36,
"fair_prob_pct": 20.53,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 26.89,
"side": "draw",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": -7.78,
"edge_pp": -7.78,
"fair_prob_pct": 21.12,
"is_hero": false,
"label": "Dundee United",
"market_prob_pct": 28.9,
"side": "away",
"signal_key": "market_higher",
"signal_label": "Market Higher"
}
],
"status": "strong_disagreement",
"status_label": "Strong Disagreement",
"steam_note": "Market activity aligns with the largest pricing gap on Motherwell.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Motherwell (44.2%).",
"Motherwell odds have drifted longer across books (\u2191 +9.3%, 10/13) \u2014 market pricing moves against this side.",
"This creates a conflict: Model \u2192 Motherwell, Market \u2192 Motherwell, while Motherwell odds drifted longer (market fade).",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 45.66,
"closing_odds": 2.19,
"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": 45.66,
"entry_odds": 2.19,
"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": 10,
"books_reacting_detail": [
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2191 +17.1%",
"odds_delta_pct": 17.1
},
{
"bookmaker_id": 9,
"bookmaker_name": "Dafabet",
"is_sharp": false,
"move_delta_display": "\u2191 +10.8%",
"odds_delta_pct": 10.8
},
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2191 +10.1%",
"odds_delta_pct": 10.1
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2191 +9.3%",
"odds_delta_pct": 9.3
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2191 +9.3%",
"odds_delta_pct": 9.3
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2191 +9.2%",
"odds_delta_pct": 9.2
},
{
"bookmaker_id": 7,
"bookmaker_name": "William Hill",
"is_sharp": false,
"move_delta_display": "\u2191 +8.1%",
"odds_delta_pct": 8.1
},
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2191 +4.5%",
"odds_delta_pct": 4.5
},
{
"bookmaker_id": 5,
"bookmaker_name": "SBO",
"is_sharp": true,
"move_delta_display": "\u2191 +3.6%",
"odds_delta_pct": 3.6
},
{
"bookmaker_id": 1,
"bookmaker_name": "10Bet",
"is_sharp": false,
"move_delta_display": "\u2191 +2.5%",
"odds_delta_pct": 2.5
}
],
"books_total": 13,
"breadth_display": "10/13",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 2.0,
"is_drift": true,
"move_context": "Largest move today",
"move_display": "\u2191 +9.3%",
"move_pct_abs": 9.3,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 153h 39m",
"narrative_paragraphs": [
"Multi-book drift on Motherwell (9.3%, 10/13) \u2014 aligned lengthening, market pricing moves against this side.",
"Modest lengthening \u2014 treat as drift tracking rather than steam."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": 9.3,
"odds_path": {
"chart_y_labels": [
"2.19",
"2.01",
"1.83"
],
"display": "2.07 \u2192 1.75 \u2192 2.00",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 153h 39m",
"pick_team": "Motherwell",
"points": [
{
"label_key": "open",
"value": "2.07"
},
{
"label_key": "extreme",
"value": "1.75"
},
{
"label_key": "current",
"value": "2.00"
}
],
"sparkline_points": [
1.83,
2.19,
2.0
],
"sparkline_polyline": "0.0,18.0 28.0,0.0 56.0,9.5",
"sparkline_trend": "up",
"sparkline_trend_label": "One-way rise",
"summary_boxes": [
{
"label_key": "open",
"value": "1.83"
},
{
"label_key": "low",
"value": "1.83"
},
{
"label_key": "high",
"value": "2.19"
},
{
"label_key": "current",
"value": "2.00"
}
]
},
"open_odds": 1.83,
"page_alert_line": "",
"phase_label": "Market drift",
"phase_tip": "Broad lengthening \u2014 market pricing moves against the tracked side.",
"pick_team": "Motherwell",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Bet365",
"show": true,
"signal_badge_class": "fade",
"signal_icon": "\u2198",
"signal_impact": {
"current_odds": 2.0,
"is_drift": true,
"label": "Market Signal",
"move_display": "\u2191 +9.3%",
"open_odds": 1.83,
"summary": "Market moved away from Motherwell while the model still favours another side.",
"team": "Motherwell",
"tone": "against"
},
"signal_key": "market_drift",
"signal_label": "Drift",
"steam_score": 32,
"steam_subtitle": "Limited conviction",
"steam_tier": "C",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "10/13",
"current_odds": 2.0,
"move_display": "\u2191 +9.3%",
"open_odds": 1.83,
"pick_team": "Motherwell",
"steam_score": 32,
"steam_team_name": "Motherwell",
"steam_tier": "C"
},
"premium_teaser": {
"current_divergence_pp": 14.1,
"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": "Dundee United",
"away_team_id": 1386,
"away_team_logo": "/static/teams/1386.webp",
"away_team_name": "Dundee United",
"away_team_public_id": "4wLjo3THJsRpxQ",
"away_team_slug": "dundee-utd",
"country_code": "GB-SCT",
"country_display_name": "Scotland",
"country_flag": "/static/images/country/gb-sct.svg",
"country_id": 136,
"country_name": "Scotland",
"fixture_id": 1556657,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Scotland",
"home_team_display_name": "Motherwell",
"home_team_id": 256,
"home_team_logo": "/static/teams/256.webp",
"home_team_name": "Motherwell",
"home_team_public_id": "576u0lP0OitvF9",
"home_team_slug": "motherwell",
"league_country": "Scotland",
"league_country_display": "Scotland",
"league_display_name": "Gi\u1ea3i V\u00f4 \u0111\u1ecbch Qu\u1ed1c gia Scotland",
"league_id": 179,
"league_logo": "/static/leagues/179.webp",
"league_name": "Gi\u1ea3i V\u00f4 \u0111\u1ecbch Qu\u1ed1c gia Scotland",
"league_public_id": "1PKN7lXDD29LSy",
"league_season": 2026,
"match_date": "2026-09-02 18:45:00",
"public_id": "3iQsMthFQMAaFV",
"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": "Motherwell",
"venue_name": "Fir Park"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 8.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.2649,
"best_odd": 3.35,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0206,
"ev": -0.101,
"implied_prob": 0.289,
"joint_probs": {
"away": 0.289,
"draw": 0.2689,
"home": 0.4421
},
"model_prob": 0.2111,
"p_final": 0.2684
},
"draw": {
"alpha": 0.2712,
"best_odd": 3.6,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0173,
"ev": -0.0943,
"implied_prob": 0.2689,
"joint_probs": {
"away": 0.289,
"draw": 0.2689,
"home": 0.4421
},
"model_prob": 0.205,
"p_final": 0.2516
},
"ev_available": true,
"home": {
"alpha": 0.3543,
"best_odd": 2.19,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0502,
"ev": 0.0782,
"implied_prob": 0.4421,
"joint_probs": {
"away": 0.289,
"draw": 0.2689,
"home": 0.4421
},
"model_prob": 0.5839,
"p_final": 0.4923
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 3.35,
"edge": -0.0874,
"ev": -0.2929,
"implied_prob": 0.2985,
"model_prob": 0.2111
},
"draw": {
"best_odd": 3.6,
"edge": -0.0728,
"ev": -0.2619,
"implied_prob": 0.2778,
"model_prob": 0.205
},
"ev_available": true,
"home": {
"best_odd": 2.19,
"edge": 0.1273,
"ev": 0.2787,
"implied_prob": 0.4566,
"model_prob": 0.5839
}
},
"btts": {
"btts_ev_mode": "unavailable",
"ev_available": false,
"market_first": {
"available": false
},
"n_bookmakers": 0,
"reliability": "low"
},
"ou25": {
"ev_available": false,
"market_first": {
"available": false
},
"n_bookmakers": 0,
"ou_ev_mode": "unavailable",
"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": 3.95,
"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": 0.0782,
"best_outlier_ev": 0.2787,
"best_tracked_ev": 0.0782,
"confidence": 6.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line"
],
"breakdown_resolved": [
"Primary line identified (+1.0)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Clear xG separation"
],
"score": 3.6,
"score_v1_legacy": 6.0,
"score_v2_pre_penalty": 3.1,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Clear xG separation"
],
"score": 3.6,
"score_pre_penalty": 3.1
},
"decision_type": "NO_SIGNAL",
"execution": {
"1x2_dominant": true,
"1x2_open_contest": false,
"grade": "A",
"stake_factor": 1.0
},
"favourite_misaligned_1x2": {
"active": false,
"gap": null,
"side": null
},
"final_action": "no_bet",
"final_decision": {
"action": "no_bet",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.2,
"summary": "The market has moved away from Motherwell, but the model still strongly favours Motherwell."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0782,
"best_outlier_ev": 0.2787,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.6,
"decision_strength_v1": 6.0,
"decision_strength_v2": 3.1,
"decision_type": "NO_SIGNAL",
"execution_confidence": 16,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Motherwell at 58.4%, compared with a no-vig market probability of 44.2%.",
"why": [
{
"text": "Decision Model identifies Motherwell as the value side (58.4%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 14.2,
"gates_failed": [
"Extreme xG calibration failed \u2014 model \u03bb not trusted for Primary"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"model_conflict_detail": null,
"model_lean": "Motherwell",
"no_primary_reasons": {
"all_triggered": [
"calibration_risk",
"market_conflict",
"market_quality"
],
"calibration_mode": "hard",
"codes": [
"calibration_risk",
"market_conflict"
],
"label": "Reason",
"other_factors": [
{
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "drift_against_model",
"tone": "warn"
}
],
"other_label": "Other factors",
"primary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"secondary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "drift_against_model",
"tone": "warn"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Motherwell \u00b7 decimal odds ~2.19 (derived from model% \u00d7 (1+EV)) \u00b7 EV +28% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1556657 \u00b7 snapshot=live-render \u00b7 odds\u22482.19 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +7.8% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +7.8% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Extreme xG calibration failed \u2014 model \u03bb not trusted for Primary",
"ok": false
},
{
"key": "xg_strength",
"label": "Extreme xG reduced Decision Strength (-1.5)",
"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 +7.8% \u2705 (need \u2265+5.0%) \u00b7 Calibration Failed (extreme xG) \u274c \u2192 Primary blocked. Decision Strength 3.6/10 (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 +7.8% (gate \u2265+5.0%) \u00b7 Calibration: Failed (extreme xG) \u2192 Primary blocked \u00b7 Decision Strength 3.6/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": false,
"value": "failed"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "47 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "16 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+7.8% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 4,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"Decision strength: 3.6/10",
"Extreme xG calibration failed \u2014 model \u03bb not trusted for Primary",
"Outlier price +28% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 47,
"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 steam conflicts with model",
"Consensus-line +EV",
"Clear xG separation"
],
"subline": "The market has moved away from Motherwell, but the model still strongly favours Motherwell.",
"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": "observe",
"validation_ok": true,
"value_context": {
"consensus_ev": 0.0782,
"consensus_ev_display": "+7.8%",
"consensus_odds": 2.19,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4421,
"is_extreme_disagreement": false,
"model_prob": 0.5839,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.4566210045662101,
"raw_signal_ev": 0.2787,
"raw_signal_ev_display": "+27.9%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "failed",
"deviation_pct": 83.0,
"reasons": [
"Extreme xG deviation 83% vs league baseline",
"Clear xG separation gap=0.99"
],
"recommended_action": "apply stronger regression",
"strength_delta": -1.5,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "clear",
"block_value_alert": false,
"separation_score": 5,
"strength_delta": 0.5,
"xg_gap": 0.99
}
}
},
"game_type": {
"label_zh": "\u5f3a\u4fe1\u53f7\uff08\u4f4e\u65b9\u5dee\uff09",
"scoring_type": "strong_signal",
"signals": {
"btts_yes_prob": 0.716,
"draw_prob": 0.205,
"max_1x2_prob": 0.5839,
"over_prob": 0.754,
"total_xg": 3.95,
"under_prob": 0.246,
"xg_diff": 0.99
},
"type": "strong_signal",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 2.19,
"decision": "value_bet",
"edge": 0.0502,
"ev": 0.0782,
"implied_prob": 0.4421,
"max_ev_side": "home",
"model_prob": 0.5839,
"side": "home",
"side_label": "Motherwell"
},
"btts": {
"decision": "lean",
"decision_layer": {
"available": false
},
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.716,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "lean",
"decision_layer": {
"available": false
},
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.754,
"side": "over",
"value_side": "over"
}
},
"match_id": 1556657,
"match_regime": {
"action": "optional",
"actionable": true,
"clear_edge": false,
"code": "thin_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.0782,
"min_ev": 0.02,
"stake_mult": 0.25,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.2111,
"draw": 0.205,
"home": 0.5839
},
"reason_codes": [
"high_total_goals"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Dundee United",
"home": "Motherwell"
},
"top_pick": {
"composite_score": 0.054793,
"decision": "value_bet",
"ev": 0.0782,
"implied_prob": 0.4421,
"market": "1x2",
"model_prob": 0.5839,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "home",
"side_label": "Motherwell",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": 0.0782,
"consensus_ev_display": "+7.8%",
"consensus_odds": 2.19,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4421,
"is_extreme_disagreement": false,
"model_prob": 0.5839,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.4566210045662101,
"raw_signal_ev": 0.2787,
"raw_signal_ev_display": "+27.9%"
}
}
},
"fixture_id": 1556657,
"generated_at_utc": "2026-09-02T18:44:31.300426+00:00",
"lang_id": "en"
}
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Giải Vô địch Quốc gia Scotland — Bảng xếp hạng
| # | Đội | Tr | T | H | B | Đ |
|---|---|---|---|---|---|---|
| 1 | Celtic | 7 | 6 | 0 | 1 | 18 |
| 2 | Rangers | 7 | 5 | 1 | 1 | 16 |
| 3 | Heart Of Midlothian | 7 | 4 | 1 | 2 | 13 |
| 4 | Dundee | 7 | 3 | 1 | 3 | 10 |
| 5 | St Mirren | 7 | 3 | 1 | 3 | 10 |
| 6 | St Johnstone | 7 | 2 | 2 | 3 | 8 |
| 7 | Aberdeen | 7 | 2 | 2 | 3 | 8 |
| 8 | Dundee United | 7 | 2 | 2 | 3 | 8 |
| 9 | Motherwell | 7 | 2 | 2 | 3 | 8 |
| 10 | Hibernian | 7 | 2 | 1 | 4 | 7 |
| 11 | Falkirk | 7 | 1 | 3 | 3 | 6 |
| 12 | Kilmarnock | 7 | 1 | 2 | 4 | 5 |
| # | Đội | Tr | BT | BB | +/- | Đ |
|---|---|---|---|---|---|---|
| 1 | Celtic | 7 | 14 | 4 | +10 | 18 |
| 2 | Heart Of Midlothian | 7 | 14 | 8 | +6 | 13 |
| 3 | Dundee | 7 | 9 | 7 | +2 | 10 |
| 4 | St Johnstone | 7 | 9 | 10 | -1 | 8 |
| 5 | Dundee United | 7 | 9 | 11 | -2 | 8 |
| 6 | Motherwell | 7 | 9 | 11 | -2 | 8 |
| 7 | Rangers | 7 | 8 | 4 | +4 | 16 |
| 8 | St Mirren | 7 | 8 | 9 | -1 | 10 |
| 9 | Hibernian | 7 | 8 | 11 | -3 | 7 |
| 10 | Aberdeen | 7 | 7 | 8 | -1 | 8 |
| 11 | Falkirk | 7 | 6 | 9 | -3 | 6 |
| 12 | Kilmarnock | 7 | 6 | 15 | -9 | 5 |
| # | Đội | Tr | xG | xGC | +/- | Đ |
|---|---|---|---|---|---|---|
| 1 | Celtic | 7 | 11.1 | 1.9 | +9.2 | 18 |
| 2 | Heart Of Midlothian | 7 | 7.1 | 4.5 | +2.6 | 13 |
| 3 | Motherwell | 7 | 7.2 | 4.8 | +2.4 | 8 |
| 4 | St Mirren | 7 | 6.2 | 4.7 | +1.5 | 10 |
| 5 | Rangers | 7 | 5.3 | 3.8 | +1.5 | 16 |
| 6 | St Johnstone | 7 | 6.7 | 5.6 | +1.1 | 8 |
| 7 | Hibernian | 7 | 7.8 | 7.3 | +0.5 | 7 |
| 8 | Dundee United | 7 | 6.9 | 8.3 | -1.4 | 8 |
| 9 | Aberdeen | 7 | 3.4 | 5.4 | -2.0 | 8 |
| 10 | Dundee | 7 | 5.6 | 8.7 | -3.1 | 10 |
| 11 | Falkirk | 7 | 1.7 | 5.3 | -3.6 | 6 |
| 12 | Kilmarnock | 7 | 3.1 | 11.9 | -8.8 | 5 |
