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Mercados rastreados versus resultado de tiempo completo
Cada fila compara el modelo previo al partido con el resultado de tiempo completo.
- Mercado Predicción Resultado Resultado
- Más / Menos 2.5 Más de 2.5 Más de 2.5 (3 objetivos) ✔ Correcto
- Ambos Equipos Marcarán BTTS Sí Sí ✔ Correcto
- 1X2 Swindon Town Swindon Town ✔ Correcto
- Perspectivas de marcador exacto 1-1, 2-1, 1-2, 2-2, 1-0 2-1 ✔ Correcto
Validation Report
Immutable Snapshot
Closing Odds
3.83
AI Fair Odds
—
CLV
+0.0%
Final Result
Swindon Town win · Swindon Town 2–1 Cheltenham Town
Prediction
✔ Correct
Decision Grade
A
Model Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
El informe IA aún no está disponible para este partido. Vuelva a ejecutar «Generación masiva de cuotas» tras actualizar el servidor para generar el resumen.
View technical JSON
{
"bundle_version": 1,
"content_hash": "a57525da4020e472640909f5247c5df2d358511c995496ddc47c2ccfab460a38",
"decision_algo_version": "2.5.0",
"facts": {
"ai_fp": {
"away_predicted_xg": 1.6,
"away_win_prob": 0.3509,
"away_win_prob_posterior": null,
"bayes_applied": 0,
"btts_no_prob": 0.335,
"btts_yes_prob": 0.665,
"dc_rho": -0.13,
"draw_prob": 0.256,
"draw_prob_posterior": null,
"fair_odds_away": 2.85,
"fair_odds_away_posterior": null,
"fair_odds_draw": 3.91,
"fair_odds_draw_posterior": null,
"fair_odds_home": 2.54,
"fair_odds_home_posterior": null,
"home_predicted_xg": 1.7,
"home_win_prob": 0.393,
"home_win_prob_posterior": null,
"over_25_prob": 0.641,
"prediction_confidence": "very_low",
"under_25_prob": 0.359
},
"api_prediction": {
"advice": "Combo Double chance : Swindon Town or draw and -3.5 goals",
"main_pick_display": "No Strong Winner Bet",
"percent_away": "30%",
"percent_draw": "35%",
"percent_home": "35%",
"winner_name": "Swindon Town"
},
"away_xg": 1.6,
"betting_insight": {
"bet_label": "Swindon Town",
"confidence": null,
"main_pick_meta": {
"confidence": "low",
"display_text": "No Strong Winner Bet",
"edge": -0.0853,
"edge_gap": 0.0428,
"market": "1X2",
"market_prob": 0.4789,
"model_prob": 0.3936,
"pick_type": "no_strong",
"probabilities": {
"away": 35.1,
"draw": 25.6,
"home": 39.4
},
"reason": "No clear edge in 1X2 market",
"selection": null,
"selection_name": null
},
"market_comparison": [
{
"affi_link": "",
"bookmaker_name": "Pinnacle",
"odd": 1.99
}
],
"risk_color": null,
"risk_key": null,
"stacked_market": null,
"value_bet": {
"best_odds": 1.99,
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"display_market": "Swindon Town Win",
"is_value": false,
"label": "Home",
"market_fair_odds": 2.09,
"market_odds": 1.99,
"model_odds": 2.54,
"overround": 4.9,
"prob_edge": -10.9,
"value_pct": -21.7,
"value_rating": "no_value"
}
},
"betting_markets": {
"btts": {
"away_clean_sheet": 0,
"away_failed_to_score": 0,
"away_played": 1,
"away_score_rate": 79.8,
"home_clean_sheet": 1,
"home_failed_to_score": 1,
"home_played": 1,
"home_score_rate": 81.7,
"no_prob": 33.5,
"pick": "Yes",
"pick_prob": 66.5,
"source": "xG_dc",
"strong_pick": false,
"yes_prob": 66.5
},
"correct_score": {
"away_expected": 1.6,
"home_expected": 1.7,
"scores": [
{
"away": 1,
"home": 1,
"label": "1-1",
"prob": 10.0
},
{
"away": 1,
"home": 2,
"label": "2-1",
"prob": 8.5
},
{
"away": 2,
"home": 1,
"label": "1-2",
"prob": 8.0
},
{
"away": 2,
"home": 2,
"label": "2-2",
"prob": 6.8
},
{
"away": 0,
"home": 1,
"label": "1-0",
"prob": 6.3
}
],
"source": "xG"
},
"double_chance": {
"options": [
{
"key": "1X",
"label": "Swindon Town or Draw",
"prob": 64.9
},
{
"key": "12",
"label": "Swindon Town or Cheltenham Town",
"prob": 74.4
},
{
"key": "X2",
"label": "Draw or Cheltenham Town",
"prob": 60.7
}
],
"pick_key": "12",
"pick_label": "Swindon Town or Cheltenham Town",
"pick_prob": 74.4
},
"match_winner": {
"away_pct": 35.1,
"draw_pct": 25.6,
"home_pct": 39.3,
"lean_key": "home",
"lean_label": "Swindon Town"
},
"over_under": {
"api_hint": "-3.5",
"avg_total": 3.3,
"away_avg_scored": 2.0,
"confidence": "medium",
"home_avg_scored": 0.0,
"over_prob": 64.1,
"pick": "Over 2.5",
"pick_prob": 64.1,
"source": "xG_dc",
"strong_pick": false,
"total_expected": 3.3,
"under_prob": 35.9
},
"prob_source": "poisson",
"value_bet_enhanced": {
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"edge": 34.4,
"implied_prob": 26.1,
"is_value": true,
"label": "Away",
"market": "Cheltenham Town Win",
"model_prob": 35.1,
"odds": 3.83
}
},
"closing_line_bundle": {
"away_team": "Cheltenham Town",
"closing_1x2_probs_pct": {
"away": 24.88,
"draw": 27.23,
"home": 47.89
},
"closing_bookmaker": "Pinnacle",
"closing_capture": "PRE10",
"closing_fetched_at": "2026-08-22 14:01:57",
"early_bookmaker": "Pinnacle",
"early_capture": "PRE30",
"early_fetched_at": "2026-08-22 13:39:35",
"has_data": true,
"home_team": "Swindon Town",
"largest_move_kind": null,
"max_abs_move_pp": 0.0,
"model_vs_closing": [
{
"closing_implied_pct": 47.89,
"gap_pp": -8.53,
"kind": "1x2_h",
"model_pct": 39.36
},
{
"closing_implied_pct": 27.23,
"gap_pp": -1.66,
"kind": "1x2_d",
"model_pct": 25.57
},
{
"closing_implied_pct": 24.88,
"gap_pp": 10.19,
"kind": "1x2_a",
"model_pct": 35.08
},
{
"closing_implied_pct": 50.39,
"gap_pp": 13.71,
"kind": "ou_o",
"model_pct": 64.1
},
{
"closing_implied_pct": 49.61,
"gap_pp": -13.71,
"kind": "ou_u",
"model_pct": 35.9
}
],
"movement": [
{
"closing": 1.99,
"early": 1.99,
"implied_closing_pct": 47.89,
"implied_delta_pp": 0.0,
"implied_early_pct": 47.89,
"kind": "1x2_h"
},
{
"closing": 3.5,
"early": 3.5,
"implied_closing_pct": 27.23,
"implied_delta_pp": 0.0,
"implied_early_pct": 27.23,
"kind": "1x2_d"
},
{
"closing": 3.83,
"early": 3.83,
"implied_closing_pct": 24.88,
"implied_delta_pp": 0.0,
"implied_early_pct": 24.88,
"kind": "1x2_a"
},
{
"closing": 1.9,
"early": 1.9,
"implied_closing_pct": 50.39,
"implied_delta_pp": 0.0,
"implied_early_pct": 50.39,
"kind": "ou_o"
},
{
"closing": 1.93,
"early": 1.93,
"implied_closing_pct": 49.61,
"implied_delta_pp": 0.0,
"implied_early_pct": 49.61,
"kind": "ou_u"
}
],
"movement_negligible": true,
"same_bookmaker": true,
"top_value_gap": {
"gap_pp": 13.7,
"kind": "ou_o"
}
},
"correct_score_insight": {
"best_value": null,
"lean_card": {
"diff_pp": -4.7,
"ev": -0.32,
"has_edge": false,
"label": "1-1",
"market_odds": 6.8,
"market_prob": 0.1471,
"market_prob_pct": 14.7,
"model_prob": 0.1,
"model_prob_pct": 10.0,
"n_bookmakers": 10,
"status_key": "no_value"
},
"most_likely": {
"label": "1-1",
"prob": 10.0
},
"top5": [
{
"label": "1-1",
"prob": 10.0
},
{
"label": "2-1",
"prob": 8.5
},
{
"label": "1-2",
"prob": 8.0
},
{
"label": "2-2",
"prob": 6.8
},
{
"label": "1-0",
"prob": 6.3
}
]
},
"home_xg": 1.7,
"homepage_pick": null,
"market_cards": [
{
"authority_action": "no_bet",
"authority_note": "The market has moved toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"consensus_odds": 1.99,
"decision": "no_bet",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": -0.1358,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": -13.6,
"text": "-13.6%"
},
"featured": true,
"id": "1x2",
"implied_prob": 0.4789,
"is_extreme_disagreement": false,
"max_ev": 0.0522,
"max_ev_display": {
"capped": false,
"raw_pct": 5.2,
"text": "+5.2%"
},
"model_prob": 0.3936,
"raw_edge_display": "-8.5 percentage points",
"raw_edge_pp": -8.5,
"raw_signal_ev": -0.2167,
"raw_signal_ev_display": "-21.7%",
"show_primary_label": false,
"side_label": "Swindon Town",
"sort_key": 5391.76,
"tier": "lean"
},
{
"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": 64.1,
"sort_key": 4050.0,
"tier": "lean",
"under_prob": 35.9,
"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": 33.5,
"sort_key": 4050.0,
"tier": "lean",
"value_side": "yes",
"yes_prob": 66.5
},
{
"featured": false,
"id": "correct_score",
"sort_key": 810.0,
"tier": "risk",
"top_label": "1-1",
"top_prob": 10.0
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "14/14",
"alert_breadth_note": "14/14 sportsbooks confirmed",
"alert_move": "\u2193 -16.7%",
"alert_team": "Cheltenham Town",
"alert_title": "Sharp Money Alert",
"divergence_pp": 10.2,
"has_alert": true,
"hero_edge_pp": 10.21,
"hero_label": "Cheltenham Town",
"market_prob_pct": 47.9,
"market_team": "Swindon Town",
"model_prob_pct": 39.3,
"model_team": "Swindon Town",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": 93,
"steam_subtitle": "Strong multi-book steam",
"steam_tier": "A+",
"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": 10.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 10.2,
"summary": "The market has moved toward Cheltenham Town, but the model still strongly favours Swindon Town."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 10.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 10.2,
"summary": "The market has moved toward Cheltenham Town, but the model still strongly favours Swindon Town."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0522,
"best_outlier_ev": 0.3434,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.0,
"decision_strength_v2": 3.0,
"decision_type": "NO_SIGNAL",
"execution_confidence": 21,
"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 Swindon Town at 39.4%, compared with a no-vig market probability of 47.9%.",
"why": [
{
"text": "Decision Model identifies Swindon Town as the value side (39.4%)",
"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": 8.5,
"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 toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"model_conflict_detail": null,
"model_lean": "Swindon Town",
"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 1X2 \u00b7 side Cheltenham Town \u00b7 decimal odds ~3.83 (derived from model% \u00d7 (1+EV)) \u00b7 EV +34% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1563705 \u00b7 snapshot=live-render \u00b7 odds\u22483.83 \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 +5.2% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.2% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +5.2% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.0/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +5.2% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (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": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "21 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.2% (\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 toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +34% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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 toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"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": -0.1358,
"consensus_ev_display": "-13.6%",
"consensus_odds": 1.99,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4789,
"is_extreme_disagreement": false,
"model_prob": 0.3936,
"raw_edge_display": "-8.5 percentage points",
"raw_edge_pp": -8.5,
"raw_implied_prob": 0.5025125628140703,
"raw_signal_ev": -0.2167,
"raw_signal_ev_display": "-21.7%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": 25.9,
"reasons": [
"Low xG separation gap=0.1 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.1
}
}
},
"bet_status": "no_bet",
"books_breadth_display": "14/14",
"breadth_ratio": 1.0,
"evidence": {
"score": 70,
"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": "Sharp steam conflicts with model",
"status": "caution"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 3,
"tier": "high",
"tier_label": "High"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (10 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Steam conflicts with model",
"tone": "caution"
}
],
"parts": {
"alignment": 19.9,
"data_quality": 12.0,
"market_coverage": 10.0,
"steam_coherence": 0.0,
"validation": 14.0
},
"score": 61,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 10.21,
"market_agreement": "weak",
"max_gap_pp": 10.21,
"model_calibration": {
"away_xg": 1.6,
"calibration_status": "ok",
"deviation_pct": 26.0,
"elevated": false,
"home_xg": 1.7,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.7,
"status_label": "Within typical league range",
"summary": "Home xG 1.70 \u00b7 Away xG 1.60 \u00b7 League avg 1.35 \u00b7 Peak deviation +26%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": -16.7,
"steam_conflicts": true,
"steam_move_display": "\u2193 -16.7%",
"steam_team": "Cheltenham Town",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 21,
"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": 19,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 39,
"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": 19,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"verdict": {
"agree_note": "The market has moved toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 10.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 10.2,
"summary": "The market has moved toward Cheltenham Town, but the model still strongly favours Swindon Town."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 10.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 10.2,
"summary": "The market has moved toward Cheltenham Town, but the model still strongly favours Swindon Town."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0522,
"best_outlier_ev": 0.3434,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.0,
"decision_strength_v2": 3.0,
"decision_type": "NO_SIGNAL",
"execution_confidence": 21,
"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 Swindon Town at 39.4%, compared with a no-vig market probability of 47.9%.",
"why": [
{
"text": "Decision Model identifies Swindon Town as the value side (39.4%)",
"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": 8.5,
"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 toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"model_conflict_detail": null,
"model_lean": "Swindon Town",
"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 1X2 \u00b7 side Cheltenham Town \u00b7 decimal odds ~3.83 (derived from model% \u00d7 (1+EV)) \u00b7 EV +34% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1563705 \u00b7 snapshot=live-render \u00b7 odds\u22483.83 \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 +5.2% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.2% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +5.2% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.0/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +5.2% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (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": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "21 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.2% (\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 toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +34% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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 toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"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": -0.1358,
"consensus_ev_display": "-13.6%",
"consensus_odds": 1.99,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4789,
"is_extreme_disagreement": false,
"model_prob": 0.3936,
"raw_edge_display": "-8.5 percentage points",
"raw_edge_pp": -8.5,
"raw_implied_prob": 0.5025125628140703,
"raw_signal_ev": -0.2167,
"raw_signal_ev_display": "-21.7%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": 25.9,
"reasons": [
"Low xG separation gap=0.1 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.1
}
}
},
"headline": "No Primary Bet",
"icon": "\u25cb",
"label": "No Primary Bet",
"subline": "The market has moved toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Swindon Town 1.70 xG vs Cheltenham Town 1.60 \u2192 Swindon Town 39.3%",
"Market: Swindon Town ~47.9% implied",
"Market Steam: Cheltenham Town \u2193 -16.7%"
],
"one_liner": "Model favours Swindon Town, but sharp money moved toward Cheltenham Town.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -8.59,
"fair_prob": 39.3,
"label": "Swindon Town",
"market_prob": 47.89,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": -1.63,
"fair_prob": 25.6,
"label": "Draw",
"market_prob": 27.23,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 10.21,
"fair_prob": 35.09,
"label": "Cheltenham Town",
"market_prob": 24.88,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": null,
"fair_prob": 64.1,
"label": "Over 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": null,
"fair_prob": 35.9,
"label": "Under 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": null,
"fair_prob": 66.5,
"label": "BTTS Yes",
"market_prob": null,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": null,
"fair_prob": 33.5,
"label": "BTTS No",
"market_prob": null,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": 10.21,
"fair_prob_pct": 35.09,
"hero_side": "away",
"hero_team_name": "Cheltenham Town",
"market_prob_pct": 24.88,
"status": "strong_disagreement",
"steam_team_name": "Cheltenham Town"
},
"fair_source": "poisson_pipeline",
"fair_vs_market": {
"closing_capture": "PRE10",
"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: PRE10.",
"comparison_available": true,
"comparison_disabled": false,
"comparison_summary": "The statistical model estimates Cheltenham Town\u0027s win probability at 35.1%, compared with the closing market\u0027s implied probability of 24.9%, a difference of 10.2 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": 10.21,
"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: PRE10.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Swindon Town",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 47.9,
"model_prob_gap_display": "-8.6 percentage points",
"model_prob_gap_pp": -8.6,
"model_prob_pct": 39.3,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "-8.6 percentage points",
"gap_pp": -8.6,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 61,
"reliability_tier": "limited",
"summary": "The market has moved toward Cheltenham Town, but the model still strongly favours Swindon Town. This disagreement reduces confidence and prevents a Primary bet.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 21,
"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": 19,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 39,
"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": 19,
"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: Swindon Town 1.70 xG vs Cheltenham Town 1.60 \u2192 Swindon Town 39.3%",
"Market: Swindon Town ~47.9% implied",
"Market Steam: Cheltenham Town \u2193 -16.7%"
],
"one_liner": "Model favours Swindon Town, but sharp money moved toward Cheltenham Town.",
"title": "Why?"
}
},
"forecast_certainty": {
"note": "Three outcomes remain closely bunched \u2014 treat as a relatively open match.",
"tier": "low",
"tier_label": "Low"
},
"forecast_certainty_label": "Low",
"has_market_probs": true,
"hero_edge_pp": 10.21,
"hero_label": "Cheltenham Town",
"hero_side": "away",
"market_activity": "Cheltenham Town odds shortened \u2193 -16.7%.",
"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 Cheltenham Town.",
"note": "Market activity aligns with the largest pricing gap on Cheltenham Town.",
"paragraphs": [
"The statistical fair estimate is materially higher than the market on Cheltenham Town.",
"Market activity aligns with the largest pricing gap on Cheltenham Town."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The fair estimate favors Cheltenham Town more strongly than current market pricing.",
"Recent line movement on Cheltenham Town (\u2193 -16.7%) aligns with the pricing gap.",
"Broad sportsbook alignment (14/14) supports the current market view on Cheltenham Town."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 10.21,
"model_validation": {
"score_label_key": "mi_mv_warning",
"status": "warning"
},
"model_validation_label": "Warning",
"outcome_separation": {
"breakdown": [
"No outcome exceeds 50% on the 1X2 grid.",
"Favourite exceeds second outcome by 4.2 pp (at 39.3%)."
],
"lead_gap_pp": 4.2,
"max_prob_pct": 39.3,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "low",
"tier_label": "Low"
},
"outcome_separation_label": "Low",
"overall_assessment": {
"badge_class": "strong",
"largest_gap_label": "Cheltenham Town",
"largest_gap_pp": 10.2,
"lead": "The model rates Cheltenham Town considerably stronger than the closing betting market.",
"level": "strong",
"max_gap_pp": 10.2,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": -8.59,
"edge_pp": -8.59,
"fair_prob_pct": 39.3,
"is_hero": false,
"label": "Swindon Town",
"market_prob_pct": 47.89,
"side": "home",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": -1.63,
"edge_pp": -1.63,
"fair_prob_pct": 25.6,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 27.23,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 10.21,
"edge_pp": 10.21,
"fair_prob_pct": 35.09,
"is_hero": true,
"label": "Cheltenham Town",
"market_prob_pct": 24.88,
"side": "away",
"signal_key": "model_edge",
"signal_label": "Model Edge"
}
],
"status": "strong_disagreement",
"status_label": "Strong Disagreement",
"steam_note": "Market activity aligns with the largest pricing gap on Cheltenham Town.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Swindon Town (47.9%).",
"However, Cheltenham Town has attracted one of the strongest multi-book steam moves of the day (\u2193 -16.7%, 14/14).",
"This creates a conflict: Model \u2192 Swindon Town, Market \u2192 Swindon Town, Recent sharp money \u2192 Cheltenham Town.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 26.11,
"closing_odds": 3.83,
"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": 26.11,
"entry_odds": 3.83,
"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": "PRE10",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 14,
"books_reacting_detail": [
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2193 -17.6%",
"odds_delta_pct": -17.6
},
{
"bookmaker_id": 7,
"bookmaker_name": "William Hill",
"is_sharp": false,
"move_delta_display": "\u2193 -16.9%",
"odds_delta_pct": -16.9
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2193 -16.7%",
"odds_delta_pct": -16.7
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2193 -15.7%",
"odds_delta_pct": -15.7
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2193 -14.9%",
"odds_delta_pct": -14.9
},
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2193 -14.5%",
"odds_delta_pct": -14.5
},
{
"bookmaker_id": 34,
"bookmaker_name": "Superbet",
"is_sharp": false,
"move_delta_display": "\u2193 -14.1%",
"odds_delta_pct": -14.1
},
{
"bookmaker_id": 5,
"bookmaker_name": "SBO",
"is_sharp": true,
"move_delta_display": "\u2193 -13.3%",
"odds_delta_pct": -13.3
},
{
"bookmaker_id": 3,
"bookmaker_name": "Betfair",
"is_sharp": true,
"move_delta_display": "\u2193 -13.0%",
"odds_delta_pct": -13.0
},
{
"bookmaker_id": 9,
"bookmaker_name": "Dafabet",
"is_sharp": false,
"move_delta_display": "\u2193 -12.8%",
"odds_delta_pct": -12.8
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2193 -9.8%",
"odds_delta_pct": -9.8
},
{
"bookmaker_id": 21,
"bookmaker_name": "888Sport",
"is_sharp": false,
"move_delta_display": "\u2193 -7.6%",
"odds_delta_pct": -7.6
},
{
"bookmaker_id": 16,
"bookmaker_name": "Unibet",
"is_sharp": false,
"move_delta_display": "\u2193 -4.8%",
"odds_delta_pct": -4.8
},
{
"bookmaker_id": 1,
"bookmaker_name": "10Bet",
"is_sharp": false,
"move_delta_display": "\u2193 -2.2%",
"odds_delta_pct": -2.2
}
],
"books_total": 14,
"breadth_display": "14/14",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 3.75,
"is_drift": false,
"move_context": "Largest move today",
"move_display": "\u2193 -16.7%",
"move_pct_abs": 16.7,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 151h 20m",
"narrative_paragraphs": [
"14/14 books synchronized on Cheltenham Town (16.7% steam, score 93) \u2014 high-conviction multi-book repricing beats isolated ticks.",
"Sharp sportsbooks led a meaningful repricing with broad market follow-through."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": -16.7,
"odds_path": {
"chart_y_labels": [
"4.50",
"4.12",
"3.75"
],
"display": "4.60 \u2192 3.20 \u2192 3.75",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 151h 20m",
"pick_team": "Cheltenham Town",
"points": [
{
"label_key": "open",
"value": "4.60"
},
{
"label_key": "extreme",
"value": "3.20"
},
{
"label_key": "current",
"value": "3.75"
}
],
"sparkline_points": [
4.5,
3.83,
3.75
],
"sparkline_polyline": "0.0,0.0 28.0,16.1 56.0,18.0",
"sparkline_trend": "down",
"sparkline_trend_label": "One-way drop",
"summary_boxes": [
{
"label_key": "open",
"value": "4.50"
},
{
"label_key": "low",
"value": "3.75"
},
{
"label_key": "high",
"value": "4.50"
},
{
"label_key": "current",
"value": "3.75"
}
]
},
"open_odds": 4.5,
"page_alert_line": "Sharp money alert: Cheltenham Town \u2193 -16.7% market move detected",
"phase_label": "Sharp repricing",
"phase_tip": "Aggressive adjustment \u2014 often sharp-led or high consensus.",
"pick_team": "Cheltenham Town",
"ref_book": "Bet365",
"seo_title_alert": "Sharp money alert: Cheltenham Town \u2193 -16.7% market move detected",
"sharp_leader": "Bet365",
"show": true,
"signal_badge_class": "steam",
"signal_icon": "\ud83d\udd25",
"signal_impact": {
"current_odds": 3.75,
"is_drift": false,
"label": "Sharp signal",
"move_display": "\u2193 -16.7%",
"open_odds": 4.5,
"summary": "Market moved toward Cheltenham Town while the model still favours another side.",
"team": "Cheltenham Town",
"tone": "against"
},
"signal_key": "strong_steam",
"signal_label": "Strong steam",
"steam_score": 93,
"steam_subtitle": "Strong multi-book steam",
"steam_tier": "A+",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "14/14",
"current_odds": 3.75,
"move_display": "\u2193 -16.7%",
"open_odds": 4.5,
"pick_team": "Cheltenham Town",
"steam_score": 93,
"steam_team_name": "Cheltenham Town",
"steam_tier": "A+"
},
"premium_teaser": {
"current_divergence_pp": 10.2,
"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": "Cheltenham Town",
"away_team_id": 1372,
"away_team_logo": "/static/teams/1372.webp",
"away_team_name": "Cheltenham Town",
"away_team_public_id": "0Nyn63mASnnjMZ",
"away_team_slug": "cheltenham",
"country_code": "GB-ENG",
"country_display_name": "England",
"country_flag": "/static/images/country/gb-eng.svg",
"country_id": 49,
"country_name": "England",
"fixture_id": 1563705,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "England",
"home_team_display_name": "Swindon Town",
"home_team_id": 1353,
"home_team_logo": "/static/teams/1353.webp",
"home_team_name": "Swindon Town",
"home_team_public_id": "1b94JzqxHCXVfr",
"home_team_slug": "swindon-town",
"league_country": "England",
"league_country_display": "England",
"league_display_name": "League Two",
"league_id": 42,
"league_logo": "/static/leagues/42.webp",
"league_name": "League Two",
"league_public_id": "20ois23TghHC4h",
"league_season": 2026,
"match_date": "2026-08-22 14:00:00",
"public_id": "3MowdlPUV8QQ76",
"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": "Swindon",
"venue_name": "County Ground"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_top_two_close",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"Top two outcomes relatively close in probability (\u22120.5)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.2541,
"best_odd": 3.83,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0259,
"ev": 0.0522,
"implied_prob": 0.2488,
"joint_probs": {
"away": 0.2488,
"draw": 0.2723,
"home": 0.4789
},
"model_prob": 0.3508,
"p_final": 0.2747
},
"draw": {
"alpha": 0.2925,
"best_odd": 3.5,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0049,
"ev": -0.064,
"implied_prob": 0.2723,
"joint_probs": {
"away": 0.2488,
"draw": 0.2723,
"home": 0.4789
},
"model_prob": 0.2557,
"p_final": 0.2674
},
"ev_available": true,
"home": {
"alpha": 0.5232,
"best_odd": 1.99,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0446,
"ev": -0.1358,
"implied_prob": 0.4789,
"joint_probs": {
"away": 0.2488,
"draw": 0.2723,
"home": 0.4789
},
"model_prob": 0.3936,
"p_final": 0.4343
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 3.83,
"edge": 0.0897,
"ev": 0.3434,
"implied_prob": 0.2611,
"model_prob": 0.3508
},
"draw": {
"best_odd": 3.5,
"edge": -0.03,
"ev": -0.1052,
"implied_prob": 0.2857,
"model_prob": 0.2557
},
"ev_available": true,
"home": {
"best_odd": 1.99,
"edge": -0.1089,
"ev": -0.2168,
"implied_prob": 0.5025,
"model_prob": 0.3936
}
},
"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": 3.3,
"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": 0.0522,
"best_outlier_ev": 0.3434,
"best_tracked_ev": 0.0522,
"confidence": 5.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_max_1x2_under_50"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.0,
"score_v1_legacy": 5.0,
"score_v2_pre_penalty": 3.0,
"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": 3.0,
"score_pre_penalty": 3.0
},
"decision_type": "NO_SIGNAL",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"grade": "B",
"stake_factor": 0.5
},
"favourite_misaligned_1x2": {
"active": false,
"gap": null,
"side": null
},
"final_action": "no_bet",
"final_decision": {
"action": "no_bet",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 10.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 10.2,
"summary": "The market has moved toward Cheltenham Town, but the model still strongly favours Swindon Town."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0522,
"best_outlier_ev": 0.3434,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.0,
"decision_strength_v2": 3.0,
"decision_type": "NO_SIGNAL",
"execution_confidence": 21,
"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 Swindon Town at 39.4%, compared with a no-vig market probability of 47.9%.",
"why": [
{
"text": "Decision Model identifies Swindon Town as the value side (39.4%)",
"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": 8.5,
"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 toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"model_conflict_detail": null,
"model_lean": "Swindon Town",
"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 1X2 \u00b7 side Cheltenham Town \u00b7 decimal odds ~3.83 (derived from model% \u00d7 (1+EV)) \u00b7 EV +34% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1563705 \u00b7 snapshot=live-render \u00b7 odds\u22483.83 \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 +5.2% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.2% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +5.2% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.0/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +5.2% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (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": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "21 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.2% (\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 toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +34% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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 toward Cheltenham Town, but the model still strongly favours Swindon Town.",
"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": -0.1358,
"consensus_ev_display": "-13.6%",
"consensus_odds": 1.99,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4789,
"is_extreme_disagreement": false,
"model_prob": 0.3936,
"raw_edge_display": "-8.5 percentage points",
"raw_edge_pp": -8.5,
"raw_implied_prob": 0.5025125628140703,
"raw_signal_ev": -0.2167,
"raw_signal_ev_display": "-21.7%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": 25.9,
"reasons": [
"Low xG separation gap=0.1 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.1
}
}
},
"game_type": {
"label_zh": "\u5927\u5f00\u5927\u5408\uff08\u8fdb\u7403\u578b\uff09",
"scoring_type": "high_scoring",
"signals": {
"btts_yes_prob": 0.665,
"draw_prob": 0.2557,
"max_1x2_prob": 0.3936,
"over_prob": 0.641,
"total_xg": 3.3,
"under_prob": 0.359,
"xg_diff": 0.1
},
"type": "high_scoring",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 1.99,
"decision": "no_bet",
"edge": -0.0446,
"ev": -0.1358,
"implied_prob": 0.4789,
"max_ev_side": "away",
"model_prob": 0.3936,
"side": "home",
"side_label": "Swindon Town"
},
"btts": {
"decision": "lean",
"decision_layer": {
"available": false
},
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.665,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "lean",
"decision_layer": {
"available": false
},
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.641,
"side": "over",
"value_side": "over"
}
},
"match_id": 1563705,
"match_regime": {
"action": "optional",
"actionable": true,
"clear_edge": false,
"code": "thin_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.0522,
"min_ev": 0.02,
"stake_mult": 0.25,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3508,
"draw": 0.2557,
"home": 0.3936
},
"reason_codes": [
"no_ev_1x2",
"high_total_goals"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Cheltenham Town",
"home": "Swindon Town"
},
"top_pick": {
"composite_score": 0.014649,
"decision": "value_bet",
"ev": 0.0522,
"implied_prob": 0.2488,
"market": "1x2",
"model_prob": 0.3508,
"not_dominant": true,
"primary_strength": "weak",
"risk_band": "speculative",
"risk_tier": "primary",
"side": "away",
"side_label": "Cheltenham Town",
"slot": "primary",
"speculative_primary": true
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": -0.1358,
"consensus_ev_display": "-13.6%",
"consensus_odds": 1.99,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4789,
"is_extreme_disagreement": false,
"model_prob": 0.3936,
"raw_edge_display": "-8.5 percentage points",
"raw_edge_pp": -8.5,
"raw_implied_prob": 0.5025125628140703,
"raw_signal_ev": -0.2167,
"raw_signal_ev_display": "-21.7%"
}
}
},
"fixture_id": 1563705,
"generated_at_utc": "2026-08-22T14:01:59.920777+00:00",
"lang_id": "en"
}
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League Two — Clasificación
| # | EQUIPO | PJ | G | E | P | Pts |
|---|---|---|---|---|---|---|
| 1 | Bristol Rovers | 5 | 4 | 0 | 1 | 12 |
| 2 | Swindon Town | 5 | 3 | 1 | 1 | 10 |
| 3 | Barnet | 5 | 2 | 3 | 0 | 9 |
| 4 | Tranmere Rovers | 5 | 2 | 3 | 0 | 9 |
| 5 | Walsall | 5 | 2 | 3 | 0 | 9 |
| 6 | Fleetwood Town | 5 | 2 | 3 | 0 | 9 |
| 7 | Crewe Alexandra | 5 | 2 | 3 | 0 | 9 |
| 8 | Cheltenham Town | 5 | 2 | 2 | 1 | 8 |
| 9 | York City | 5 | 2 | 2 | 1 | 8 |
| 10 | Oldham | 5 | 2 | 1 | 2 | 7 |
| 11 | Grimsby Town | 5 | 1 | 4 | 0 | 7 |
| 12 | Colchester United | 5 | 2 | 1 | 2 | 7 |
| 13 | Gillingham | 5 | 1 | 3 | 1 | 6 |
| 14 | Northampton | 5 | 1 | 3 | 1 | 6 |
| 15 | Salford City | 5 | 2 | 0 | 3 | 6 |
| 16 | Exeter City | 5 | 1 | 2 | 2 | 5 |
| 17 | Chesterfield | 5 | 1 | 2 | 2 | 5 |
| 18 | Rotherham United | 5 | 1 | 2 | 2 | 5 |
| 19 | Accrington Stanley | 5 | 1 | 2 | 2 | 5 |
| 20 | Newport County | 5 | 1 | 1 | 3 | 4 |
| 21 | Crawley Town | 5 | 1 | 1 | 3 | 4 |
| 22 | Rochdale | 5 | 1 | 0 | 4 | 3 |
| 23 | Shrewsbury Town | 5 | 1 | 0 | 4 | 3 |
| 24 | Port Vale | 5 | 0 | 2 | 3 | 2 |
| # | EQUIPO | PJ | GF | GC | +/- | Pts |
|---|---|---|---|---|---|---|
| 1 | Bristol Rovers | 5 | 12 | 6 | +6 | 12 |
| 2 | Barnet | 5 | 12 | 8 | +4 | 9 |
| 3 | Cheltenham Town | 5 | 10 | 9 | +1 | 8 |
| 4 | Tranmere Rovers | 5 | 9 | 5 | +4 | 9 |
| 5 | York City | 5 | 9 | 8 | +1 | 8 |
| 6 | Newport County | 5 | 9 | 10 | -1 | 4 |
| 7 | Accrington Stanley | 5 | 9 | 11 | -2 | 5 |
| 8 | Walsall | 5 | 8 | 4 | +4 | 9 |
| 9 | Swindon Town | 5 | 8 | 6 | +2 | 10 |
| 10 | Oldham | 5 | 7 | 5 | +2 | 7 |
| 11 | Grimsby Town | 5 | 7 | 6 | +1 | 7 |
| 12 | Fleetwood Town | 5 | 6 | 3 | +3 | 9 |
| 13 | Gillingham | 5 | 6 | 6 | 0 | 6 |
| 14 | Chesterfield | 5 | 6 | 7 | -1 | 5 |
| 15 | Rotherham United | 5 | 6 | 7 | -1 | 5 |
| 16 | Colchester United | 5 | 6 | 8 | -2 | 7 |
| 17 | Crewe Alexandra | 5 | 5 | 3 | +2 | 9 |
| 18 | Crawley Town | 5 | 5 | 8 | -3 | 4 |
| 19 | Rochdale | 5 | 5 | 10 | -5 | 3 |
| 20 | Exeter City | 5 | 4 | 4 | 0 | 5 |
| 21 | Salford City | 5 | 4 | 6 | -2 | 6 |
| 22 | Northampton | 5 | 3 | 3 | 0 | 6 |
| 23 | Port Vale | 5 | 2 | 7 | -5 | 2 |
| 24 | Shrewsbury Town | 5 | 2 | 10 | -8 | 3 |
| # | EQUIPO | PJ | xG | xGC | +/- | Pts |
|---|---|---|---|---|---|---|
| 1 | Accrington Stanley | 5 | 3.0 | 0.5 | +2.5 | 5 |
| 2 | Walsall | 5 | 3.5 | 1.8 | +1.7 | 9 |
| 3 | Rotherham United | 5 | 2.2 | 0.7 | +1.5 | 5 |
| 4 | Northampton | 5 | 1.6 | 0.3 | +1.3 | 6 |
| 5 | Barnet | 5 | 2.8 | 1.8 | +1.0 | 9 |
| 6 | Shrewsbury Town | 5 | 2.1 | 1.2 | +0.9 | 3 |
| 7 | Crewe Alexandra | 5 | 1.7 | 0.8 | +0.9 | 9 |
| 8 | Grimsby Town | 5 | 1.9 | 1.1 | +0.8 | 7 |
| 9 | Oldham | 5 | 1.5 | 0.9 | +0.6 | 7 |
| 10 | Bristol Rovers | 5 | 2.0 | 1.6 | +0.4 | 12 |
| 11 | Fleetwood Town | 5 | 1.9 | 1.5 | +0.4 | 9 |
| 12 | York City | 5 | 1.6 | 2.0 | -0.4 | 8 |
| 13 | Chesterfield | 5 | 1.5 | 1.9 | -0.4 | 5 |
| 14 | Port Vale | 5 | 0.9 | 1.5 | -0.6 | 2 |
| 15 | Exeter City | 5 | 1.1 | 1.9 | -0.8 | 5 |
| 16 | Tranmere Rovers | 5 | 1.2 | 2.1 | -0.9 | 9 |
| 17 | Crawley Town | 5 | 0.8 | 1.7 | -0.9 | 4 |
| 18 | Salford City | 5 | 1.8 | 2.8 | -1.0 | 6 |
| 19 | Swindon Town | 5 | 0.3 | 1.6 | -1.3 | 10 |
| 20 | Cheltenham Town | 5 | 0.7 | 2.2 | -1.5 | 8 |
| 21 | Gillingham | 5 | 1.8 | 3.5 | -1.7 | 6 |
| 22 | Colchester United | 5 | 0.5 | 3.0 | -2.5 | 7 |
| 23 | Newport County | 5 | — | — | — | 4 |
| 24 | Rochdale | 5 | — | — | — | 3 |
