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- Chợ Dự đoán Kết quả kết quả
- Tài / Xỉu 2.5 Tài 2.5 Xỉu 2.5 (0 mục tiêu) ✖ Không đúng
- Cả Hai Đội Đều Ghi Bàn BTTS Có Không ✖ Không đúng
- 1X2 Langfang Glory City Vẽ tranh ✖ Không đúng
- Thông tin tỷ số chính xác 1-1, 1-0, 0-1, 2-1, 1-2 0-0 ✖ Không đúng
Validation Report
Immutable Snapshot
Closing Odds
Pending
AI Fair Odds
—
CLV
Pending
Final Result
Draw · Langfang Glory City 0–0 Xi'an Ronghai
Prediction
✖ Missed
Decision Grade
F
Model Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
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View technical JSON
{
"bundle_version": 1,
"content_hash": "d785bf4db3480905afb74a295580d7545f1385cd2ba1b082ca50497ad37e6a0c",
"decision_algo_version": "2.5.0",
"facts": {
"ai_fp": {
"away_predicted_xg": 1.22,
"away_win_prob": 0.3148,
"away_win_prob_posterior": null,
"bayes_applied": 0,
"btts_no_prob": 0.456,
"btts_yes_prob": 0.544,
"dc_rho": -0.13,
"draw_prob": 0.2954,
"draw_prob_posterior": null,
"fair_odds_away": 3.18,
"fair_odds_away_posterior": null,
"fair_odds_draw": 3.39,
"fair_odds_draw_posterior": null,
"fair_odds_home": 2.57,
"fair_odds_home_posterior": null,
"home_predicted_xg": 1.38,
"home_win_prob": 0.3897,
"home_win_prob_posterior": null,
"over_25_prob": 0.482,
"prediction_confidence": "very_low",
"under_25_prob": 0.518
},
"api_prediction": {
"advice": "Combo Double chance : Langfang Glory City or draw and -3.5 goals",
"main_pick_display": "No Strong Winner Bet",
"percent_away": "10%",
"percent_draw": "45%",
"percent_home": "45%",
"winner_name": "Langfang Glory City"
},
"away_xg": 1.22,
"betting_insight": {
"bet_label": "Langfang Glory City",
"confidence": null,
"main_pick_meta": {
"confidence": "low",
"display_text": "No Strong Winner Bet",
"edge": 0.1422,
"edge_gap": 0.0747,
"market": "1X2",
"market_prob": 0.2474,
"model_prob": 0.3897,
"pick_type": "no_strong",
"probabilities": {
"away": 31.5,
"draw": 29.5,
"home": 39.0
},
"reason": "No clear edge in 1X2 market",
"selection": null,
"selection_name": null
},
"market_comparison": [
{
"affi_link": "",
"bookmaker_name": "Bet365",
"odd": 3.6
}
],
"risk_color": null,
"risk_key": null,
"stacked_market": null,
"value_bet": {
"best_odds": 3.6,
"bookmaker_id": 0,
"bookmaker_name": "Bet365",
"display_market": "Langfang Glory City Win",
"is_value": true,
"label": "Home",
"market_fair_odds": 4.04,
"market_odds": 3.6,
"model_odds": 2.57,
"overround": 12.3,
"prob_edge": 11.1,
"value_pct": 40.1,
"value_rating": "strong_value"
}
},
"betting_markets": {
"btts": {
"away_clean_sheet": 12,
"away_failed_to_score": 8,
"away_played": 24,
"away_score_rate": 70.5,
"home_clean_sheet": 9,
"home_failed_to_score": 7,
"home_played": 24,
"home_score_rate": 74.8,
"no_prob": 45.6,
"pick": "Yes",
"pick_prob": 54.4,
"source": "xG_dc",
"strong_pick": true,
"yes_prob": 54.4
},
"correct_score": {
"away_expected": 1.22,
"home_expected": 1.38,
"scores": [
{
"away": 1,
"home": 1,
"label": "1-1",
"prob": 12.5
},
{
"away": 0,
"home": 1,
"label": "1-0",
"prob": 10.2
},
{
"away": 1,
"home": 0,
"label": "0-1",
"prob": 9.1
},
{
"away": 1,
"home": 2,
"label": "2-1",
"prob": 8.6
},
{
"away": 2,
"home": 1,
"label": "1-2",
"prob": 7.6
}
],
"source": "xG"
},
"double_chance": {
"options": [
{
"key": "1X",
"label": "Langfang Glory City or Draw",
"prob": 68.5
},
{
"key": "12",
"label": "Langfang Glory City or Xi\u0027an Ronghai",
"prob": 70.5
},
{
"key": "X2",
"label": "Draw or Xi\u0027an Ronghai",
"prob": 61.0
}
],
"pick_key": "12",
"pick_label": "Langfang Glory City or Xi\u0027an Ronghai",
"pick_prob": 70.5
},
"match_winner": {
"away_pct": 31.5,
"draw_pct": 29.5,
"home_pct": 39.0,
"lean_key": "home",
"lean_label": "Langfang Glory City"
},
"over_under": {
"api_hint": "-3.5",
"avg_total": 2.6,
"away_avg_scored": 1.3,
"confidence": "low",
"home_avg_scored": 1.0,
"over_prob": 48.2,
"pick": "Over 2.5",
"pick_prob": 51.8,
"source": "xG_dc",
"strong_pick": true,
"total_expected": 2.6,
"under_prob": 51.8
},
"prob_source": "poisson",
"value_bet_enhanced": {
"bookmaker_id": 0,
"bookmaker_name": "Bet365",
"edge": 40.4,
"implied_prob": 27.8,
"is_value": true,
"label": "Home",
"market": "Langfang Glory City Win",
"model_prob": 39.0,
"odds": 3.6
}
},
"closing_line_bundle": {
"has_data": false
},
"correct_score_insight": {
"best_value": null,
"lean_card": {
"diff_pp": -2.9,
"ev": -0.1875,
"has_edge": false,
"label": "1-1",
"market_odds": 6.5,
"market_prob": 0.1538,
"market_prob_pct": 15.4,
"model_prob": 0.125,
"model_prob_pct": 12.5,
"n_bookmakers": 5,
"status_key": "no_value"
},
"most_likely": {
"label": "1-1",
"prob": 12.5
},
"top5": [
{
"label": "1-1",
"prob": 12.5
},
{
"label": "1-0",
"prob": 10.2
},
{
"label": "0-1",
"prob": 9.1
},
{
"label": "2-1",
"prob": 8.6
},
{
"label": "1-2",
"prob": 7.6
}
]
},
"home_xg": 1.38,
"homepage_pick": null,
"market_cards": [
{
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1904,
"available": true,
"consensus_odds": 2.08,
"edge": 0.0195,
"edge_pp": 2.0,
"market_prob": 0.4416,
"mode": "market_first_btts",
"model_prob": 0.544,
"n_bookmakers": 4,
"no": {
"alpha": 0.2095,
"best_odd": 1.645,
"edge": -0.0214,
"ev": -0.1167,
"implied_prob": 0.5584,
"model_prob": 0.456,
"p_final": 0.5369
},
"p_final": 0.4611,
"prediction_confidence": "very_low",
"raw_edge_pp": 10.2,
"raw_signal_ev": 0.1315,
"risk_adj_ev": -0.0409,
"value_side": "yes",
"yes": {
"alpha": 0.1904,
"best_odd": 2.08,
"edge": 0.0195,
"ev": -0.0409,
"implied_prob": 0.4416,
"model_prob": 0.544,
"p_final": 0.4611
}
},
"ev_available": true,
"ev_no": -0.2476,
"ev_no_display": {
"capped": false,
"raw_pct": -24.8,
"text": "-24.8%"
},
"ev_yes": 0.1424,
"ev_yes_display": {
"capped": false,
"raw_pct": 14.2,
"text": "+14.2%"
},
"featured": true,
"id": "btts",
"max_ev": 0.1424,
"n_bookmakers": 4,
"no_prob": 45.6,
"sort_key": 10278.16,
"tier": "best",
"value_side": "yes",
"yes_prob": 54.4
},
{
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1526,
"available": true,
"consensus_odds": 2.41,
"edge": 0.0155,
"edge_pp": 1.6,
"market_prob": 0.3805,
"mode": "market_first_ou",
"model_prob": 0.482,
"n_bookmakers": 6,
"over": {
"alpha": 0.1526,
"best_odd": 2.41,
"edge": 0.0155,
"ev": -0.0457,
"implied_prob": 0.3805,
"model_prob": 0.482,
"p_final": 0.396
},
"p_final": 0.396,
"prediction_confidence": "very_low",
"raw_edge_pp": 10.1,
"raw_signal_ev": 0.1616,
"risk_adj_ev": -0.0457,
"under": {
"alpha": 0.2098,
"best_odd": 1.48,
"edge": -0.0213,
"ev": -0.1146,
"implied_prob": 0.6195,
"model_prob": 0.518,
"p_final": 0.5982
},
"value_side": "over"
},
"ev_available": true,
"ev_over": 0.205,
"ev_over_display": {
"capped": false,
"raw_pct": 20.5,
"text": "+20.5%"
},
"ev_under": -0.223,
"ev_under_display": {
"capped": false,
"raw_pct": -22.3,
"text": "-22.3%"
},
"featured": false,
"id": "ou_2_5",
"max_ev": 0.205,
"n_bookmakers": 6,
"over_prob": 48.2,
"sort_key": 10184.5,
"tier": "best",
"under_prob": 51.8,
"value_side": "over"
},
{
"authority_action": "no_bet",
"authority_note": "The market has moved away from Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"consensus_odds": 3.6,
"decision": "small_edge",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": 0.0116,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": 1.2,
"text": "+1.2%"
},
"featured": false,
"id": "1x2",
"implied_prob": 0.2474,
"is_extreme_disagreement": false,
"max_ev": 0.0116,
"max_ev_display": {
"capped": false,
"raw_pct": 1.2,
"text": "+1.2%"
},
"model_prob": 0.3897,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_signal_ev": 0.4029,
"raw_signal_ev_display": "+40.3%",
"show_primary_label": false,
"side_label": "Langfang Glory City",
"sort_key": 5209.28,
"tier": "lean"
},
{
"featured": false,
"id": "correct_score",
"sort_key": 817.5,
"tier": "risk",
"top_label": "1-1",
"top_prob": 12.5
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "7/7",
"alert_breadth_note": "7/7 sportsbooks confirmed",
"alert_move": "\u2191 +10.8%",
"alert_team": "Langfang Glory City",
"alert_title": "Sharp Money Alert",
"divergence_pp": 0.0,
"has_alert": true,
"hero_edge_pp": null,
"hero_label": "",
"market_prob_pct": null,
"market_team": "Langfang Glory City",
"model_prob_pct": 39.0,
"model_team": "Langfang Glory City",
"show": true,
"status_icon": "\u2713",
"status_key": "aligned",
"status_label": "Reliable prediction",
"status_line": "Direction aligned; check pricing gap separately",
"steam_score": 64,
"steam_subtitle": "Strong sharp signal",
"steam_tier": "A",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"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": false,
"direction_key": "conflict",
"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 Langfang Glory City, but the model still strongly favours Langfang Glory City."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"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 Langfang Glory City, but the model still strongly favours Langfang Glory City."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.205,
"best_outlier_ev": 0.4028,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.1,
"decision_strength_v1": 6.5,
"decision_strength_v2": 4.1,
"decision_type": "NO_SIGNAL",
"execution_confidence": 27,
"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 Langfang Glory City at 39.0%, compared with a no-vig market probability of 24.7%.",
"why": [
{
"text": "Decision Model identifies Langfang Glory City as the value side (39.0%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 14.2,
"gates_failed": [
"Reliability below 65"
],
"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 Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"model_conflict_detail": null,
"model_lean": "Langfang Glory City",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"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"
}
],
"other_label": "Other factors",
"primary": {
"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"
},
"secondary": {
"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"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market BTTS \u00b7 side Langfang Glory City \u00b7 decimal odds ~2.58 (derived from model% \u00d7 (1+EV)) \u00b7 EV +40% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1638469 \u00b7 snapshot=live-render \u00b7 odds\u22482.58 \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 +20.5% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +20.5% 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 +20.5% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.1/10 (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 +20.5% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.1/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "60 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "27 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+20.5% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"Decision strength: 3.1/10",
"Reliability below 65",
"Outlier price +40% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 60,
"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",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved away from Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"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": 0.0116,
"consensus_ev_display": "+1.2%",
"consensus_odds": 3.6,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2474,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.2777777777777778,
"raw_signal_ev": 0.4029,
"raw_signal_ev_display": "+40.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 2.2,
"reasons": [
"Thin xG separation gap=0.16"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.16
}
}
},
"bet_status": "no_bet",
"books_breadth_display": "7/7",
"breadth_ratio": 1.0,
"evidence": {
"score": 57,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Recent market move conflicts with the model favourite",
"status": "caution"
},
{
"icon": "!",
"key": "steam",
"label": "Market drift conflicts with model",
"status": "caution"
},
{
"icon": "!",
"key": "validation",
"label": "Validation pending",
"status": "caution"
}
],
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Pending",
"tone": "ok"
},
{
"key": "steam",
"label": "Market drift conflicts with model",
"tone": "caution"
}
],
"parts": {
"alignment": 25.0,
"data_quality": 12.0,
"market_coverage": 10.0,
"steam_coherence": 0.0,
"validation": 8.0
},
"score": 60,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 0.0,
"market_agreement": "unknown",
"max_gap_pp": 0.0,
"model_calibration": {
"away_xg": 1.22,
"calibration_status": "ok",
"deviation_pct": 2.0,
"elevated": false,
"home_xg": 1.38,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.38,
"status_label": "Within typical league range",
"summary": "Home xG 1.38 \u00b7 Away xG 1.22 \u00b7 League avg 1.35 \u00b7 Peak deviation +2%",
"title": "Model Calibration Check"
},
"move_is_drift": true,
"mv_status": "pending",
"odds_delta_pct": 10.8,
"steam_conflicts": true,
"steam_move_display": "\u2191 +10.8%",
"steam_team": "Langfang Glory City",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 27,
"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": 10,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 38,
"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": 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 Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"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 Langfang Glory City, but the model still strongly favours Langfang Glory City."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"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 Langfang Glory City, but the model still strongly favours Langfang Glory City."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.205,
"best_outlier_ev": 0.4028,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.1,
"decision_strength_v1": 6.5,
"decision_strength_v2": 4.1,
"decision_type": "NO_SIGNAL",
"execution_confidence": 27,
"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 Langfang Glory City at 39.0%, compared with a no-vig market probability of 24.7%.",
"why": [
{
"text": "Decision Model identifies Langfang Glory City as the value side (39.0%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 14.2,
"gates_failed": [
"Reliability below 65"
],
"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 Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"model_conflict_detail": null,
"model_lean": "Langfang Glory City",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"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"
}
],
"other_label": "Other factors",
"primary": {
"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"
},
"secondary": {
"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"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market BTTS \u00b7 side Langfang Glory City \u00b7 decimal odds ~2.58 (derived from model% \u00d7 (1+EV)) \u00b7 EV +40% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1638469 \u00b7 snapshot=live-render \u00b7 odds\u22482.58 \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 +20.5% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +20.5% 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 +20.5% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.1/10 (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 +20.5% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.1/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "60 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "27 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+20.5% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"Decision strength: 3.1/10",
"Reliability below 65",
"Outlier price +40% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 60,
"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",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved away from Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"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": 0.0116,
"consensus_ev_display": "+1.2%",
"consensus_odds": 3.6,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2474,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.2777777777777778,
"raw_signal_ev": 0.4029,
"raw_signal_ev_display": "+40.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 2.2,
"reasons": [
"Thin xG separation gap=0.16"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.16
}
}
},
"headline": "No Primary Bet",
"icon": "\u25cb",
"label": "No Primary Bet",
"subline": "The market has moved away from Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Langfang Glory City 1.38 xG vs Xi\u0027an Ronghai 1.22 \u2192 Langfang Glory City 39.0%",
"Market Drift: Langfang Glory City odds \u2191 +10.8%"
],
"one_liner": "Model favours Langfang Glory City, but the market has moved away from Langfang Glory City.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": null,
"fair_prob": 38.97,
"label": "Langfang Glory City",
"market_prob": null,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": null,
"fair_prob": 29.54,
"label": "Draw",
"market_prob": null,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": null,
"fair_prob": 31.48,
"label": "Xi\u0027an Ronghai",
"market_prob": null,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": 10.08,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 38.12,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": -10.08,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 61.88,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": 10.28,
"fair_prob": 54.4,
"label": "BTTS Yes",
"market_prob": 44.12,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": -10.28,
"fair_prob": 45.6,
"label": "BTTS No",
"market_prob": 55.88,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {},
"fair_source": "poisson_pipeline",
"fair_vs_market": {
"closing_capture": "",
"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.",
"comparison_available": false,
"comparison_disabled": false,
"comparison_summary": "",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "aligned",
"edge_status": "unknown",
"max_gap_pp": 0.0,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "",
"divergence_level": "aligned",
"divergence_level_label": "Aligned",
"divergence_note": "",
"divergence_tier": "aligned",
"edge_label": "",
"edge_label_key": "",
"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.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Langfang Glory City",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "\u2014",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 24.7,
"model_prob_gap_display": "+14.3 percentage points",
"model_prob_gap_pp": 14.3,
"model_prob_pct": 39.0,
"outcome_separation_tier": "medium",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+14.3 percentage points",
"gap_pp": 14.3,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 60,
"reliability_tier": "limited",
"summary": "The market has moved away from Langfang Glory City, but the model still strongly favours Langfang Glory City. This disagreement reduces confidence and prevents a Primary bet.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Pending",
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 27,
"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": 10,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 38,
"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": 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: Langfang Glory City 1.38 xG vs Xi\u0027an Ronghai 1.22 \u2192 Langfang Glory City 39.0%",
"Market Drift: Langfang Glory City odds \u2191 +10.8%"
],
"one_liner": "Model favours Langfang Glory City, but the market has moved away from Langfang Glory City.",
"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": false,
"hero_edge_pp": null,
"hero_label": "",
"hero_side": null,
"market_activity": "Langfang Glory City odds lengthened \u2191 +10.8%.",
"market_agreement": "unknown",
"market_agreement_label": "\u2014",
"market_interpretation": {},
"market_narrative": {},
"market_source": "closing_1x2",
"max_gap_pp": 0.0,
"model_validation": {
"score_label_key": "mi_mv_pending",
"status": "pending"
},
"model_validation_label": "Pending",
"outcome_separation": {
"breakdown": [
"No outcome exceeds 50% on the 1X2 grid.",
"Favourite exceeds second outcome by 7.5 pp (at 39.0%)."
],
"lead_gap_pp": 7.5,
"max_prob_pct": 39.0,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "medium",
"tier_label": "Medium"
},
"outcome_separation_label": "Medium",
"overall_assessment": {
"badge_class": "aligned",
"largest_gap_label": "",
"largest_gap_pp": null,
"lead": "The model and closing market are broadly aligned.",
"level": "aligned",
"max_gap_pp": 0.0,
"title": "Broadly Aligned"
},
"rows": [
{
"difference_pp": null,
"edge_pp": null,
"fair_prob_pct": 38.97,
"is_hero": false,
"label": "Langfang Glory City",
"market_prob_pct": null,
"side": "home",
"signal_key": "",
"signal_label": ""
},
{
"difference_pp": null,
"edge_pp": null,
"fair_prob_pct": 29.54,
"is_hero": false,
"label": "Draw",
"market_prob_pct": null,
"side": "draw",
"signal_key": "",
"signal_label": ""
},
{
"difference_pp": null,
"edge_pp": null,
"fair_prob_pct": 31.48,
"is_hero": false,
"label": "Xi\u0027an Ronghai",
"market_prob_pct": null,
"side": "away",
"signal_key": "",
"signal_label": ""
}
],
"status": "unknown",
"status_label": "\u2014",
"steam_note": "",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The statistical model leans Langfang Glory City (39.0%).",
"However, Langfang Glory City has seen one of the strongest multi-book drifts of the day (\u2191 +10.8%, 7/7) \u2014 odds lengthened, not shortened.",
"The market has moved away from Langfang Glory City, but the model still strongly favours Langfang Glory City. This disagreement reduces confidence and prevents a Primary bet."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": null,
"closing_odds": null,
"closing_reason": "Expected before kickoff",
"closing_status": "waiting",
"closing_status_label": "Waiting",
"clv_pending": true,
"clv_pp": null,
"clv_reason": "",
"clv_status": "pending",
"context": "match",
"current_stage": "market_monitoring",
"current_stage_detail": "",
"current_stage_label": "Market monitoring",
"entry_implied_pct": 27.78,
"entry_odds": 3.6,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Pending",
"model_validation_status": "pending",
"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": "pending"
},
{
"detail": "",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "pending"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 7,
"books_reacting_detail": [
{
"bookmaker_id": 3,
"bookmaker_name": "Betfair",
"is_sharp": true,
"move_delta_display": "\u2191 +15.2%",
"odds_delta_pct": 15.2
},
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2191 +12.8%",
"odds_delta_pct": 12.8
},
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2191 +12.5%",
"odds_delta_pct": 12.5
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2191 +10.8%",
"odds_delta_pct": 10.8
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2191 +9.2%",
"odds_delta_pct": 9.2
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2191 +8.9%",
"odds_delta_pct": 8.9
},
{
"bookmaker_id": 7,
"bookmaker_name": "William Hill",
"is_sharp": false,
"move_delta_display": "\u2191 +5.7%",
"odds_delta_pct": 5.7
}
],
"books_total": 7,
"breadth_display": "7/7",
"clv_label": "Ready to validate",
"clv_status": "ready",
"current_odds": 3.6,
"is_drift": true,
"move_context": "Largest move today",
"move_display": "\u2191 +10.8%",
"move_pct_abs": 10.8,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 15h 56m",
"narrative_paragraphs": [
"Multi-book drift on Langfang Glory City (10.8%, 7/7) \u2014 aligned lengthening, market pricing moves against this side.",
"Noticeable drift \u2014 odds lengthened with multi-book confirmation (not steam)."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": 10.8,
"odds_path": {
"chart_y_labels": [
"3.60",
"3.42",
"3.25"
],
"display": "4.24 \u2192 3.25 \u2192 3.60",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 15h 56m",
"pick_team": "Langfang Glory City",
"points": [
{
"label_key": "open",
"value": "4.24"
},
{
"label_key": "extreme",
"value": "3.25"
},
{
"label_key": "current",
"value": "3.60"
}
],
"sparkline_points": [
3.25,
3.6
],
"sparkline_polyline": "0.0,18.0 56.0,0.0",
"sparkline_trend": "up",
"sparkline_trend_label": "One-way rise",
"summary_boxes": [
{
"label_key": "open",
"value": "3.25"
},
{
"label_key": "low",
"value": "3.25"
},
{
"label_key": "high",
"value": "3.60"
},
{
"label_key": "current",
"value": "3.60"
}
]
},
"open_odds": 3.25,
"page_alert_line": "Market drift alert: Langfang Glory City odds \u2191 +10.8% \u2014 pricing moves against this side",
"phase_label": "Market drift",
"phase_tip": "Broad lengthening \u2014 market pricing moves against the tracked side.",
"pick_team": "Langfang Glory City",
"ref_book": "Bet365",
"seo_title_alert": "Market drift alert: Langfang Glory City odds \u2191 +10.8% \u2014 pricing moves against this side",
"sharp_leader": "Betfair",
"show": true,
"signal_badge_class": "fade",
"signal_icon": "\u2198",
"signal_impact": {
"current_odds": 3.6,
"is_drift": true,
"label": "Market Signal",
"move_display": "\u2191 +10.8%",
"open_odds": 3.25,
"summary": "Market moved away from Langfang Glory City while the model still favours another side.",
"team": "Langfang Glory City",
"tone": "against"
},
"signal_key": "market_drift",
"signal_label": "Drift",
"steam_score": 64,
"steam_subtitle": "Strong sharp signal",
"steam_tier": "A",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "7/7",
"current_odds": 3.6,
"move_display": "\u2191 +10.8%",
"open_odds": 3.25,
"pick_team": "Langfang Glory City",
"steam_score": 64,
"steam_team_name": "Langfang Glory City",
"steam_tier": "A"
},
"premium_teaser": {},
"show": true
},
"match": {
"at2.away_team_slug": "xi-an-ronghai",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Xi\u0027an Ronghai",
"away_team_id": 20674,
"away_team_logo": "/static/teams/20674.webp",
"away_team_name": "Xi\u0027an Ronghai",
"away_team_public_id": "50kmdXPnIEaoui",
"away_team_slug": "xi-an-ronghai",
"country_code": "CN",
"country_display_name": "China",
"country_flag": "/static/images/country/cn.svg",
"country_id": 32,
"country_name": "China",
"fixture_id": 1638469,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "China",
"home_team_display_name": "Langfang Glory City",
"home_team_id": 23270,
"home_team_logo": "/static/teams/23270.webp",
"home_team_name": "Langfang Glory City",
"home_team_public_id": "066wMamEyzrt4m",
"home_team_slug": "langfang-glory-city",
"ht.home_team_slug": "langfang-glory-city",
"league_country": "China",
"league_country_display": "China",
"league_display_name": "League Two Trung Qu\u1ed1c",
"league_id": 929,
"league_logo": "/static/leagues/929.webp",
"league_name": "League Two Trung Qu\u1ed1c",
"league_public_id": "0OTBiwD3vrqemv",
"league_season": 2026,
"match_date": "2026-10-06 11:30:00",
"public_id": "1U0L7s9soOXuji",
"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": "Hangzhou",
"venue_name": "Linping Sports Centre Stadium"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.5
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.3619,
"best_odd": 2.0,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0472,
"ev": -0.2037,
"implied_prob": 0.4454,
"joint_probs": {
"away": 0.4454,
"draw": 0.3072,
"home": 0.2474
},
"model_prob": 0.3149,
"p_final": 0.3982
},
"draw": {
"alpha": 0.4421,
"best_odd": 2.9,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0052,
"ev": -0.1243,
"implied_prob": 0.3072,
"joint_probs": {
"away": 0.4454,
"draw": 0.3072,
"home": 0.2474
},
"model_prob": 0.2954,
"p_final": 0.302
},
"ev_available": true,
"home": {
"alpha": 0.236,
"best_odd": 3.6,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0336,
"ev": 0.0116,
"implied_prob": 0.2474,
"joint_probs": {
"away": 0.4454,
"draw": 0.3072,
"home": 0.2474
},
"model_prob": 0.3897,
"p_final": 0.281
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 2.0,
"edge": -0.1851,
"ev": -0.3702,
"implied_prob": 0.5,
"model_prob": 0.3149
},
"draw": {
"best_odd": 2.9,
"edge": -0.0494,
"ev": -0.1433,
"implied_prob": 0.3448,
"model_prob": 0.2954
},
"ev_available": true,
"home": {
"best_odd": 3.6,
"edge": 0.1119,
"ev": 0.4028,
"implied_prob": 0.2778,
"model_prob": 0.3897
}
},
"btts": {
"alpha_no": 0.2095,
"alpha_yes": 0.1904,
"best_no_odd": 1.65,
"best_yes_odd": 2.1,
"btts_ev_mode": "market_first_available",
"edge_no": -0.1028,
"edge_yes": 0.1028,
"ev_available": true,
"ev_no": -0.2476,
"ev_no_risk_adj": -0.1167,
"ev_yes": 0.1424,
"ev_yes_risk_adj": -0.0409,
"implied_no": 0.5588,
"implied_yes": 0.4412,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 4,
"no": {
"alpha": 0.2095,
"best_odd": 1.645,
"edge": -0.0214,
"ev": -0.1167,
"implied_prob": 0.5584,
"model_prob": 0.456,
"p_final": 0.5369
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.1904,
"best_odd": 2.08,
"edge": 0.0195,
"ev": -0.0409,
"implied_prob": 0.4416,
"model_prob": 0.544,
"p_final": 0.4611
}
},
"n_bookmakers": 4,
"p_final_no": 0.5369,
"p_final_yes": 0.4611,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.1526,
"alpha_under": 0.2098,
"best_over_odd": 2.5,
"best_under_odd": 1.5,
"consensus_over_odd": 2.41,
"consensus_under_odd": 1.48,
"edge_over": 0.1008,
"edge_under": -0.1008,
"ev_available": true,
"ev_over": 0.205,
"ev_over_risk_adj": -0.0457,
"ev_under": -0.223,
"ev_under_risk_adj": -0.1146,
"implied_over": 0.3812,
"implied_over_mf": 0.3805,
"implied_under": 0.6188,
"implied_under_mf": 0.6195,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 6,
"over": {
"alpha": 0.1526,
"best_odd": 2.41,
"edge": 0.0155,
"ev": -0.0457,
"implied_prob": 0.3805,
"model_prob": 0.482,
"p_final": 0.396
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.2098,
"best_odd": 1.48,
"edge": -0.0213,
"ev": -0.1146,
"implied_prob": 0.6195,
"model_prob": 0.518,
"p_final": 0.5982
}
},
"n_bookmakers": 6,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.396,
"p_final_under": 0.5982,
"prediction_confidence": "very_low",
"reliability": "medium"
}
},
"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": 0.205,
"best_outlier_ev": 0.4028,
"best_tracked_ev": 0.205,
"confidence": 6.5,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_primary_ev_above_10",
"pred_conf_v1_max_1x2_under_50",
"pred_conf_v1_multi_ev_lines"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Primary EV above 10% (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)",
"Two or more valid +EV lines at threshold (+0.5)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.1,
"score_v1_legacy": 6.5,
"score_v2_pre_penalty": 4.1,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.1,
"score_pre_penalty": 4.1
},
"decision_type": "NO_SIGNAL",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"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": false,
"direction_key": "conflict",
"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 Langfang Glory City, but the model still strongly favours Langfang Glory City."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.205,
"best_outlier_ev": 0.4028,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.1,
"decision_strength_v1": 6.5,
"decision_strength_v2": 4.1,
"decision_type": "NO_SIGNAL",
"execution_confidence": 27,
"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 Langfang Glory City at 39.0%, compared with a no-vig market probability of 24.7%.",
"why": [
{
"text": "Decision Model identifies Langfang Glory City as the value side (39.0%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 14.2,
"gates_failed": [
"Reliability below 65"
],
"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 Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"model_conflict_detail": null,
"model_lean": "Langfang Glory City",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"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"
}
],
"other_label": "Other factors",
"primary": {
"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"
},
"secondary": {
"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"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market BTTS \u00b7 side Langfang Glory City \u00b7 decimal odds ~2.58 (derived from model% \u00d7 (1+EV)) \u00b7 EV +40% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1638469 \u00b7 snapshot=live-render \u00b7 odds\u22482.58 \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 +20.5% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +20.5% 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 +20.5% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.1/10 (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 +20.5% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.1/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "60 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "27 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+20.5% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"Decision strength: 3.1/10",
"Reliability below 65",
"Outlier price +40% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 60,
"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",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved away from Langfang Glory City, but the model still strongly favours Langfang Glory City.",
"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": 0.0116,
"consensus_ev_display": "+1.2%",
"consensus_odds": 3.6,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2474,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.2777777777777778,
"raw_signal_ev": 0.4029,
"raw_signal_ev_display": "+40.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 2.2,
"reasons": [
"Thin xG separation gap=0.16"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.16
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.544,
"draw_prob": 0.2954,
"max_1x2_prob": 0.3897,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.16
},
"type": "balanced",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 3.6,
"decision": "small_edge",
"edge": 0.0336,
"ev": 0.0116,
"implied_prob": 0.2474,
"max_ev_side": "home",
"model_prob": 0.3897,
"side": "home",
"side_label": "Langfang Glory City"
},
"btts": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1904,
"available": true,
"consensus_odds": 2.08,
"edge": 0.0195,
"market_prob": 0.4416,
"mode": "market_first_btts",
"model_prob": 0.544,
"n_bookmakers": 4,
"no": {
"alpha": 0.2095,
"best_odd": 1.645,
"edge": -0.0214,
"ev": -0.1167,
"implied_prob": 0.5584,
"model_prob": 0.456,
"p_final": 0.5369
},
"p_final": 0.4611,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0409,
"value_side": "yes",
"yes": {
"alpha": 0.1904,
"best_odd": 2.08,
"edge": 0.0195,
"ev": -0.0409,
"implied_prob": 0.4416,
"model_prob": 0.544,
"p_final": 0.4611
}
},
"edge": 0.1028,
"ev": 0.1424,
"implied_prob": 0.4412,
"model_prob": 0.544,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1526,
"available": true,
"consensus_odds": 2.41,
"edge": 0.0155,
"market_prob": 0.3805,
"mode": "market_first_ou",
"model_prob": 0.482,
"n_bookmakers": 6,
"over": {
"alpha": 0.1526,
"best_odd": 2.41,
"edge": 0.0155,
"ev": -0.0457,
"implied_prob": 0.3805,
"model_prob": 0.482,
"p_final": 0.396
},
"p_final": 0.396,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0457,
"under": {
"alpha": 0.2098,
"best_odd": 1.48,
"edge": -0.0213,
"ev": -0.1146,
"implied_prob": 0.6195,
"model_prob": 0.518,
"p_final": 0.5982
},
"value_side": "over"
},
"edge": 0.1008,
"ev": 0.205,
"implied_prob": 0.3812,
"model_prob": 0.482,
"side": "over",
"value_side": "over"
}
},
"match_id": 1638469,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.205,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3149,
"draw": 0.2954,
"home": 0.3897
},
"reason_codes": [
"model_summary"
],
"secondary_pick": {
"decision": "value_bet",
"ev": 0.205,
"implied_prob": 0.3812,
"market": "ou_2_5",
"model_prob": 0.482,
"not_dominant": true,
"risk_band": "medium",
"risk_tier": "secondary",
"side": "over",
"slot": "secondary"
},
"secondary_picks": [
{
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"ev": 0.205,
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"market": "ou_2_5",
"model_prob": 0.482,
"not_dominant": true,
"risk_band": "medium",
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"side": "over",
"slot": "secondary"
}
],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Xi\u0027an Ronghai",
"home": "Langfang Glory City"
},
"top_pick": {
"composite_score": 0.077466,
"decision": "value_bet",
"ev": 0.1424,
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"market": "btts",
"model_prob": 0.544,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "yes",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 2,
"value_context_1x2": {
"consensus_ev": 0.0116,
"consensus_ev_display": "+1.2%",
"consensus_odds": 3.6,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2474,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.2777777777777778,
"raw_signal_ev": 0.4029,
"raw_signal_ev_display": "+40.3%"
}
}
},
"fixture_id": 1638469,
"generated_at_utc": "2026-10-06T11:00:39.541536+00:00",
"lang_id": "en"
}
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