{
  "generated_at": "2026-07-18T19:23:17.726528+00:00",
  "tickers": 4650,
  "rank_only_tickers": 4144,
  "candidates": 202769,
  "qualified": 1086,
  "params": {
    "step_days": 5,
    "step_sessions": 5,
    "entry_cadence": "weekly",
    "signal_eval_cadence": "weekly",
    "horizon_days": 30,
    "min_lookback": 60,
    "cost_per_side_pct": 0.1,
    "target_model": "production_gtl",
    "target_model_label": "Live GTL (production)",
    "is_production_target_model": true,
    "production_reentry_policy": "gate_reset",
    "liquid_breadth_top_n": 1500,
    "liquid_min_price": 5.0,
    "signal_eval_only": true
  },
  "activation": {
    "min_momentum_percentile": 80.0,
    "min_rr": 2.0,
    "min_confidence": 0.0,
    "require_high_conviction": false,
    "exclude_conflicts": false,
    "exclude_neutral": true
  },
  "overall_qualified": {
    "total": 1086,
    "wins": 379,
    "losses": 591,
    "expired": 116,
    "hit_rate": 39.1,
    "avg_r": 0.255,
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    "net_avg_r": 0.209,
    "net_total_r": 226.56,
    "best_r": 8.85,
    "worst_r": -3.38,
    "avg_hold_days": 12.0,
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    "median_net_r": -1.031,
    "profit_factor": 1.34,
    "net_avg_r_ex_top5": 0.049
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  "overall_all": {
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    "wins": 82221,
    "losses": 113812,
    "expired": 6736,
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    "median_net_r": -1.035,
    "profit_factor": 0.85,
    "net_avg_r_ex_top5": -0.22
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  "by_direction": {
    "long": {
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      "wins": 379,
      "losses": 591,
      "expired": 116,
      "hit_rate": 39.1,
      "avg_r": 0.255,
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    "short": {
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      "hit_rate": null,
      "avg_r": null,
      "total_r": null,
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  },
  "min_momentum_percentile": 80.0,
  "sweep": [
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      "min_momentum_percentile": 90.0,
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      "losses": 269,
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      "hit_rate": 39.7,
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      "net_total_r": 116.55,
      "best_r": 8.85,
      "worst_r": -3.38,
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      "profit_factor": 1.39,
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    {
      "min_momentum_percentile": 80.0,
      "total": 1086,
      "wins": 379,
      "losses": 591,
      "expired": 116,
      "hit_rate": 39.1,
      "avg_r": 0.255,
      "total_r": 276.76,
      "net_avg_r": 0.209,
      "net_total_r": 226.56,
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    {
      "min_momentum_percentile": 70.0,
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      "wins": 597,
      "losses": 1062,
      "expired": 182,
      "hit_rate": 36.0,
      "avg_r": 0.152,
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      "net_total_r": 190.75,
      "best_r": 8.85,
      "worst_r": -4.21,
      "avg_hold_days": 11.8,
      "net_r_per_day": 0.0088,
      "median_net_r": -1.037,
      "profit_factor": 1.16,
      "net_avg_r_ex_top5": -0.055
    },
    {
      "min_momentum_percentile": 60.0,
      "total": 2772,
      "wins": 873,
      "losses": 1611,
      "expired": 288,
      "hit_rate": 35.1,
      "avg_r": 0.126,
      "total_r": 348.07,
      "net_avg_r": 0.075,
      "net_total_r": 209.25,
      "best_r": 8.85,
      "worst_r": -4.21,
      "avg_hold_days": 12.0,
      "net_r_per_day": 0.0063,
      "median_net_r": -1.04,
      "profit_factor": 1.12,
      "net_avg_r_ex_top5": -0.077
    },
    {
      "min_momentum_percentile": 50.0,
      "total": 3901,
      "wins": 1182,
      "losses": 2295,
      "expired": 424,
      "hit_rate": 34.0,
      "avg_r": 0.089,
      "total_r": 345.37,
      "net_avg_r": 0.038,
      "net_total_r": 146.96,
      "best_r": 8.85,
      "worst_r": -4.86,
      "avg_hold_days": 12.1,
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      "median_net_r": -1.042,
      "profit_factor": 1.06,
      "net_avg_r_ex_top5": -0.114
    },
    {
      "min_momentum_percentile": 0.0,
      "total": 14589,
      "wins": 3719,
      "losses": 9272,
      "expired": 1598,
      "hit_rate": 28.6,
      "avg_r": -0.065,
      "total_r": -953.08,
      "net_avg_r": -0.115,
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      "best_r": 9.24,
      "worst_r": -15.94,
      "avg_hold_days": 12.1,
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      "median_net_r": -1.043,
      "profit_factor": 0.84,
      "net_avg_r_ex_top5": -0.275
    }
  ],
  "gate_ablation": [
    {
      "variant": "all_floors",
      "total": 1086,
      "wins": 379,
      "losses": 591,
      "expired": 116,
      "hit_rate": 39.1,
      "avg_r": 0.255,
      "total_r": 276.76,
      "net_avg_r": 0.209,
      "net_total_r": 226.56,
      "best_r": 8.85,
      "worst_r": -3.38,
      "avg_hold_days": 12.0,
      "net_r_per_day": 0.0174,
      "median_net_r": -1.031,
      "profit_factor": 1.34,
      "net_avg_r_ex_top5": 0.049,
      "hold_days": 30,
      "hold_avg_r": 0.631,
      "hold_net_avg_r": 0.585,
      "hold_total_r": 684.97
    },
    {
      "variant": "no_confidence_floor",
      "total": 1093,
      "wins": 380,
      "losses": 596,
      "expired": 117,
      "hit_rate": 38.9,
      "avg_r": 0.25,
      "total_r": 273.55,
      "net_avg_r": 0.204,
      "net_total_r": 222.99,
      "best_r": 8.85,
      "worst_r": -3.38,
      "avg_hold_days": 11.9,
      "net_r_per_day": 0.0171,
      "median_net_r": -1.031,
      "profit_factor": 1.33,
      "net_avg_r_ex_top5": 0.045,
      "hold_days": 30,
      "hold_avg_r": 0.626,
      "hold_net_avg_r": 0.58,
      "hold_total_r": 684.08
    },
    {
      "variant": "no_rr_floor",
      "total": 6849,
      "wins": 3235,
      "losses": 3409,
      "expired": 205,
      "hit_rate": 48.7,
      "avg_r": 0.112,
      "total_r": 770.17,
      "net_avg_r": 0.061,
      "net_total_r": 418.96,
      "best_r": 8.85,
      "worst_r": -5.16,
      "avg_hold_days": 7.9,
      "net_r_per_day": 0.0078,
      "median_net_r": -0.061,
      "profit_factor": 1.11,
      "net_avg_r_ex_top5": -0.061,
      "hold_days": 30,
      "hold_avg_r": 0.354,
      "hold_net_avg_r": 0.303,
      "hold_total_r": 2425.86
    },
    {
      "variant": "no_neutral_exclusion",
      "total": 2313,
      "wins": 770,
      "losses": 1279,
      "expired": 264,
      "hit_rate": 37.6,
      "avg_r": 0.2,
      "total_r": 462.35,
      "net_avg_r": 0.154,
      "net_total_r": 355.89,
      "best_r": 8.85,
      "worst_r": -3.38,
      "avg_hold_days": 12.6,
      "net_r_per_day": 0.0122,
      "median_net_r": -1.031,
      "profit_factor": 1.25,
      "net_avg_r_ex_top5": 0.004,
      "hold_days": 30,
      "hold_avg_r": 0.583,
      "hold_net_avg_r": 0.537,
      "hold_total_r": 1348.89
    },
    {
      "variant": "momentum_only",
      "total": 14696,
      "wins": 6827,
      "losses": 7359,
      "expired": 510,
      "hit_rate": 48.1,
      "avg_r": 0.114,
      "total_r": 1669.64,
      "net_avg_r": 0.064,
      "net_total_r": 936.93,
      "best_r": 8.85,
      "worst_r": -5.71,
      "avg_hold_days": 8.4,
      "net_r_per_day": 0.0076,
      "median_net_r": -1.013,
      "profit_factor": 1.11,
      "net_avg_r_ex_top5": -0.055,
      "hold_days": 30,
      "hold_avg_r": 0.395,
      "hold_net_avg_r": 0.345,
      "hold_total_r": 5798.82
    }
  ],
  "gate_ablation_note": "Each row re-qualifies the same candidates at the current momentum cutoff (80) with one floor removed (long-only while the momentum gate is active). If dropping a floor doesn't hurt net expectancy, that floor isn't pulling its weight. The Hold columns grade the same variants under the hold-to-horizon time exit instead of the S/R target \u2014 the view that matters if the exit policy moves to a fixed hold.",
  "time_exit_sweep": [
    {
      "hold_days": 5,
      "total": 1086,
      "wins": 603,
      "win_rate": 55.5,
      "avg_r": 0.175,
      "total_r": 190.16,
      "net_avg_r": 0.129,
      "net_total_r": 139.97,
      "best_r": 5.09,
      "worst_r": -2.51,
      "avg_hold_days": 4.5,
      "net_r_per_day": 0.0285,
      "median_net_r": 0.115,
      "profit_factor": 1.36,
      "net_avg_r_ex_top5": -0.002
    },
    {
      "hold_days": 10,
      "total": 1086,
      "wins": 559,
      "win_rate": 51.5,
      "avg_r": 0.357,
      "total_r": 387.9,
      "net_avg_r": 0.311,
      "net_total_r": 337.7,
      "best_r": 6.73,
      "worst_r": -2.51,
      "avg_hold_days": 7.9,
      "net_r_per_day": 0.0395,
      "median_net_r": 0.031,
      "profit_factor": 1.67,
      "net_avg_r_ex_top5": 0.112
    },
    {
      "hold_days": 21,
      "total": 1086,
      "wins": 487,
      "win_rate": 44.8,
      "avg_r": 0.525,
      "total_r": 570.33,
      "net_avg_r": 0.479,
      "net_total_r": 520.14,
      "best_r": 9.86,
      "worst_r": -3.38,
      "avg_hold_days": 13.7,
      "net_r_per_day": 0.0349,
      "median_net_r": -1.027,
      "profit_factor": 1.81,
      "net_avg_r_ex_top5": 0.191
    },
    {
      "hold_days": 30,
      "total": 1086,
      "wins": 434,
      "win_rate": 40.0,
      "avg_r": 0.631,
      "total_r": 684.97,
      "net_avg_r": 0.585,
      "net_total_r": 634.78,
      "best_r": 12.87,
      "worst_r": -3.38,
      "avg_hold_days": 17.8,
      "net_r_per_day": 0.0329,
      "median_net_r": -1.033,
      "profit_factor": 1.9,
      "net_avg_r_ex_top5": 0.212
    }
  ],
  "portfolio_sim": {
    "params": {
      "starting_capital": 10000.0,
      "max_positions": 10,
      "risk_per_trade_pct": 1.0,
      "notional_cap_pct": 20.0,
      "cost_per_side_pct": 0.1,
      "hold_days": 30
    },
    "policies": [],
    "note": "One capital-constrained book over the same qualified setups the tables above grade per-setup: at most 10 concurrent positions (one per ticker), best momentum first, fixed-fractional risk sizing with a no-leverage cap, entries at the detection close, stops filled at the worse of stop or open. 'target' races the S/R target against the stop (timeout at the horizon); 'hold' keeps the initial stop and exits at the horizon close. SPY return is price-only over the same window. In-sample; no dividends."
  },
  "strategy_variants": {
    "variants": [],
    "note": "Research-only hold-to-horizon portfolio variants. Production now uses residual 12-1 momentum at cutoff 80; the remaining rows compare the legacy raw rank, raw cutoff 90, one max-15 capacity check, and volatility overlays."
  },
  "exit_policy_variants": {
    "variants": [],
    "note": "Research-only exit policies over the residual/high-vol 80/20 entry candidate. Every row uses the same entry qualification/ranking and changes only the exit discipline."
  },
  "portfolio_monitor": null,
  "production_cadence_comparison": null,
  "holdout": null,
  "min_rr_sweep": null,
  "target_model_diagnostics": {
    "target_model": "production_gtl",
    "target_model_label": "Live GTL (production)",
    "candidate_count": 202769,
    "primary_source_counts": {
      "pivot_point": 196294,
      "range_grid": 180039
    },
    "primary_round_only": 0,
    "primary_strength_100": 138599,
    "avg_primary_strength": 80.109,
    "avg_primary_distance_atr": 2.293,
    "avg_primary_rejection_count": 41.907,
    "avg_raw_level_count": 53.204,
    "avg_gate_level_count": 53.204
  },
  "signal_eval": [
    {
      "signal": "high_52w",
      "weeks": 35,
      "avg_cross_section": 1471.2,
      "mean_ic": 0.1283,
      "ic_t_stat": 4.28,
      "ic_positive_pct": 85.7,
      "mean_quintile_spread": -0.1009,
      "reliable": true,
      "liquid_breadth_top_n": 1500,
      "liquid_min_price": 5.0
    },
    {
      "signal": "mom_12_1",
      "weeks": 35,
      "avg_cross_section": 1471.2,
      "mean_ic": 0.0997,
      "ic_t_stat": 4.56,
      "ic_positive_pct": 88.6,
      "mean_quintile_spread": -0.1001,
      "reliable": true,
      "liquid_breadth_top_n": 1500,
      "liquid_min_price": 5.0
    },
    {
      "signal": "mom_6_1",
      "weeks": 40,
      "avg_cross_section": 1474.8,
      "mean_ic": 0.0681,
      "ic_t_stat": 3.45,
      "ic_positive_pct": 77.5,
      "mean_quintile_spread": -0.0322,
      "reliable": true,
      "liquid_breadth_top_n": 1500,
      "liquid_min_price": 5.0
    },
    {
      "signal": "fip_id",
      "weeks": 35,
      "avg_cross_section": 1471.2,
      "mean_ic": 0.0575,
      "ic_t_stat": 5.12,
      "ic_positive_pct": 88.6,
      "mean_quintile_spread": 0.0199,
      "reliable": true,
      "liquid_breadth_top_n": 1500,
      "liquid_min_price": 5.0
    },
    {
      "signal": "trend_200",
      "weeks": 37,
      "avg_cross_section": 1472.8,
      "mean_ic": 0.0538,
      "ic_t_stat": 2.33,
      "ic_positive_pct": 75.7,
      "mean_quintile_spread": -0.0675,
      "reliable": true,
      "liquid_breadth_top_n": 1500,
      "liquid_min_price": 5.0
    },
    {
      "signal": "mom_3_1",
      "weeks": 42,
      "avg_cross_section": 1476.0,
      "mean_ic": 0.0523,
      "ic_t_stat": 3.27,
      "ic_positive_pct": 73.8,
      "mean_quintile_spread": -0.0194,
      "reliable": true,
      "liquid_breadth_top_n": 1500,
      "liquid_min_price": 5.0
    },
    {
      "signal": "mom_12_1_resid",
      "weeks": 35,
      "avg_cross_section": 1471.2,
      "mean_ic": 0.0388,
      "ic_t_stat": 2.28,
      "ic_positive_pct": 74.3,
      "mean_quintile_spread": -0.0542,
      "reliable": true,
      "liquid_breadth_top_n": 1500,
      "liquid_min_price": 5.0
    },
    {
      "signal": "reversal_1m",
      "weeks": 43,
      "avg_cross_section": 1476.6,
      "mean_ic": 0.0155,
      "ic_t_stat": 0.85,
      "ic_positive_pct": 48.8,
      "mean_quintile_spread": -0.0862,
      "reliable": true,
      "liquid_breadth_top_n": 1500,
      "liquid_min_price": 5.0
    },
    {
      "signal": "vol_6m",
      "weeks": 40,
      "avg_cross_section": 1474.8,
      "mean_ic": -0.1584,
      "ic_t_stat": -6.05,
      "ic_positive_pct": 12.5,
      "mean_quintile_spread": 0.0164,
      "reliable": true,
      "liquid_breadth_top_n": 1500,
      "liquid_min_price": 5.0
    }
  ],
  "signal_eval_note": "Cross-sectional rank-IC of price-only signals vs the forward 30-day return (min 20 names/window). |IC| \u2273 0.03 with a consistent sign is a real (if small) edge; near 0 means ranking on it sorts nothing. Momentum factors and high_52w are expected positive; reversal_1m and vol_6m expected negative (mean-reversion / low-vol anomaly). IC is measured on non-overlapping windows; signals with fewer than 12 independent windows are flagged unreliable (too few regimes \u2014 deepen history with the Data Backfill job).",
  "note": "Sentiment & fundamentals held neutral (no point-in-time history). Stops fill at the worse of the stop or the bar's open (gaps through the stop are modeled, so a loss can exceed \u22121R); targets never fill better than their level. ~6 months \u2248 one market regime \u2014 treat as directional, not gospel.",
  "recommendation": {
    "headline": "Trade the qualified list long-only; hold 30 trading days with the initial ATR stop.",
    "items": [
      {
        "topic": "exit",
        "text": "Legacy exit diagnostic: hold 30 trading days with the initial stop (+0.58R net/trade vs +0.21R for the S/R target exit)."
      },
      {
        "topic": "gate",
        "text": "Gate: the confidence floor adds nothing \u2014 dropping it costs +0.01R/trade and adds 7 trades."
      },
      {
        "topic": "gate",
        "text": "Gate: keep the R:R floor (worth +0.28R/trade under the hold exit)."
      },
      {
        "topic": "gate",
        "text": "Gate: keep the NEUTRAL exclusion (worth +0.05R/trade under the hold exit)."
      },
      {
        "topic": "cutoff",
        "text": "Residual-momentum cutoff: 90 has the best per-trade net (+0.23R over 497 setups)."
      },
      {
        "topic": "robustness",
        "text": "Robustness: expectancy survives removing the top 5% of winners (+0.21R net/trade under the recommended 30d hold) \u2014 the edge is not a handful of outliers."
      }
    ],
    "note": "Derived from this report's numbers on every run \u2014 the advice flips if the data does."
  },
  "research_recommendation": {
    "items": [],
    "note": "Strategy variants unavailable; re-run the backtest after benchmark data is present."
  }
}