{
  "label_mode": "leg_gt",
  "train_ratio": 0.7,
  "holdout_ratio": 0.15,
  "outcomes_rows": 78041,
  "walk_forward": [
    {
      "month": "2025-06",
      "pnl_pct": -16.21,
      "start_asset_krw": 400000.0,
      "end_asset_krw": 335174.0
    },
    {
      "month": "2025-07",
      "pnl_pct": 61.9,
      "start_asset_krw": 335174.0,
      "end_asset_krw": 542633.0
    },
    {
      "month": "2025-08",
      "pnl_pct": 15.34,
      "start_asset_krw": 542633.0,
      "end_asset_krw": 625856.0
    },
    {
      "month": "2025-09",
      "pnl_pct": 61.29,
      "start_asset_krw": 625856.0,
      "end_asset_krw": 1009446.0
    },
    {
      "month": "2025-10",
      "pnl_pct": 10.06,
      "start_asset_krw": 1009446.0,
      "end_asset_krw": 1111046.0
    },
    {
      "month": "2025-11",
      "pnl_pct": 6.2,
      "start_asset_krw": 1111046.0,
      "end_asset_krw": 1179936.0
    },
    {
      "month": "2025-12",
      "pnl_pct": 0.27,
      "start_asset_krw": 1179936.0,
      "end_asset_krw": 1183177.0
    },
    {
      "month": "2026-01",
      "pnl_pct": 35.33,
      "start_asset_krw": 1183177.0,
      "end_asset_krw": 1601182.0
    },
    {
      "month": "2026-02",
      "pnl_pct": 12.87,
      "start_asset_krw": 1601182.0,
      "end_asset_krw": 1807252.0
    },
    {
      "month": "2026-03",
      "pnl_pct": 0.45,
      "start_asset_krw": 1807252.0,
      "end_asset_krw": 1815423.0
    },
    {
      "month": "2026-04",
      "pnl_pct": 17.34,
      "start_asset_krw": 1815423.0,
      "end_asset_krw": 2130294.0
    },
    {
      "month": "2026-05",
      "pnl_pct": 56.23,
      "start_asset_krw": 2130294.0,
      "end_asset_krw": 3328225.0
    },
    {
      "month": "2026-06",
      "pnl_pct": 24.57,
      "start_asset_krw": 3328225.0,
      "end_asset_krw": 4145923.0
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  ],
  "walk_forward_summary": {
    "buy_compound_tight": {
      "months": 13,
      "positive_months": 10,
      "positive_ratio": 0.7692,
      "mean_ev_pct": 6.4648
    },
    "buy_compound_top3": {
      "months": 13,
      "positive_months": 10,
      "positive_ratio": 0.7692,
      "mean_ev_pct": 7.0906
    },
    "buy_contrast_m10_bb_pos": {
      "months": 13,
      "positive_months": 10,
      "positive_ratio": 0.7692,
      "mean_ev_pct": 6.8247
    },
    "buy_mtf_cross_all_tf": {
      "months": 12,
      "positive_months": 11,
      "positive_ratio": 0.9167,
      "mean_ev_pct": 5.5853
    },
    "gt_model_buy_trough_local": {
      "months": 13,
      "positive_months": 11,
      "positive_ratio": 0.8462,
      "mean_ev_pct": 7.2553
    },
    "gt_model_buy_zigzag_bb": {
      "months": 8,
      "positive_months": 8,
      "positive_ratio": 1.0,
      "mean_ev_pct": 10.2649
    },
    "gt_model_sell_peak_local": {
      "months": 13,
      "positive_months": 13,
      "positive_ratio": 1.0,
      "mean_ev_pct": 2.7586
    },
    "gt_model_sell_zigzag_peak": {
      "months": 2,
      "positive_months": 2,
      "positive_ratio": 1.0,
      "mean_ev_pct": 11.6154
    },
    "sell_compound_tight": {
      "months": 13,
      "positive_months": 13,
      "positive_ratio": 1.0,
      "mean_ev_pct": 5.2064
    },
    "sell_compound_top3": {
      "months": 13,
      "positive_months": 13,
      "positive_ratio": 1.0,
      "mean_ev_pct": 5.1461
    },
    "sell_contrast_m10_bb_pos": {
      "months": 13,
      "positive_months": 13,
      "positive_ratio": 1.0,
      "mean_ev_pct": 4.892
    },
    "sell_mtf_cross_all_tf": {
      "months": 13,
      "positive_months": 13,
      "positive_ratio": 1.0,
      "mean_ev_pct": 7.5914
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  },
  "fee_stress_mult": 2.0,
  "fee_stress_by_rule": {
    "buy_compound_top3": {
      "count": 11568,
      "ev_pct": 5.289,
      "win_rate": 0.7139,
      "profit_factor": 3.4503
    },
    "buy_compound_tight": {
      "count": 2461,
      "ev_pct": 5.3605,
      "win_rate": 0.6997,
      "profit_factor": 3.3177
    },
    "buy_contrast_m10_bb_pos": {
      "count": 19150,
      "ev_pct": 5.3936,
      "win_rate": 0.7152,
      "profit_factor": 3.6191
    },
    "buy_mtf_cross_all_tf": {
      "count": 4248,
      "ev_pct": 5.386,
      "win_rate": 0.7342,
      "profit_factor": 4.2586
    },
    "sell_compound_top3": {
      "count": 9903,
      "ev_pct": 4.71,
      "win_rate": 0.9452,
      "profit_factor": 30.52
    },
    "sell_compound_tight": {
      "count": 2563,
      "ev_pct": 4.8479,
      "win_rate": 0.9454,
      "profit_factor": 38.5558
    },
    "sell_contrast_m10_bb_pos": {
      "count": 16536,
      "ev_pct": 4.5125,
      "win_rate": 0.936,
      "profit_factor": 26.4518
    },
    "sell_mtf_cross_all_tf": {
      "count": 3480,
      "ev_pct": 7.4844,
      "win_rate": 1.0,
      "profit_factor": 26045.624
    },
    "gt_model_buy_zigzag_bb": {
      "count": 25,
      "ev_pct": 8.5824,
      "win_rate": 0.84,
      "profit_factor": 41.1466
    },
    "gt_model_buy_trough_local": {
      "count": 1506,
      "ev_pct": 6.1247,
      "win_rate": 0.7377,
      "profit_factor": 4.7364
    },
    "gt_model_sell_zigzag_peak": {
      "count": 8,
      "ev_pct": 11.7981,
      "win_rate": 1.0,
      "profit_factor": 94.3851
    },
    "gt_model_sell_peak_local": {
      "count": 6593,
      "ev_pct": 2.3183,
      "win_rate": 0.8191,
      "profit_factor": 4.8358
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  },
  "live_order_cap_sim": {
    "assumptions": {
      "slippage_pct": 0.05,
      "sizing": "gt_model_compound_no_daily_cap"
    },
    "taken_count": 1002,
    "total_count": 1002,
    "rules": {
      "buy_compound_tight": {
        "taken_count": 248,
        "total_count": 248,
        "metrics": {
          "count": 248,
          "ev_pct": 7.2013,
          "win_rate": 0.7056,
          "profit_factor": 4.2642
        }
      },
      "sell_mtf_cross_all_tf": {
        "taken_count": 754,
        "total_count": 754,
        "metrics": {
          "count": 754,
          "ev_pct": 8.0576,
          "win_rate": 1.0,
          "profit_factor": 6075.4186
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      }
    },
    "portfolio_adj_ev_pct": 7.8456
  },
  "go_no_go": {
    "go": true,
    "checks": [
      {
        "rule_id": "buy_compound_tight",
        "side": "buy",
        "pass": true,
        "holdout_ev": 7.2513,
        "holdout_pf": 4.3089,
        "wf_positive_ratio": 0.7692,
        "fee_stress_ev": 5.3605
      },
      {
        "rule_id": "sell_mtf_cross_all_tf",
        "side": "sell",
        "pass": true,
        "holdout_ev": 8.1076,
        "holdout_pf": 6113.1186,
        "wf_positive_ratio": 1.0,
        "fee_stress_ev": 7.4844
      }
    ],
    "live_cap_taken_ratio": 1.0
  },
  "go_no_go_hybrid": {
    "go": false,
    "primary_sizing": "causal_tier",
    "checks": [
      {
        "name": "monitor_rules_go",
        "pass": true
      },
      {
        "name": "hybrid_holdout_pnl",
        "pass": true,
        "value": 96.51
      },
      {
        "name": "hybrid_max_mdd",
        "pass": false,
        "value": 31.7
      },
      {
        "name": "hybrid_fee_stress_pnl",
        "pass": true,
        "value": 806.56
      },
      {
        "name": "option_c_target_300pct",
        "pass": true,
        "value": 936.48,
        "optional": true
      }
    ]
  },
  "go_no_go_option_c_phase2": {
    "go": false,
    "gt_capture_ratio": 0.1782,
    "targets": {
      "phase2_pnl_pct": 1000.0,
      "min_gt_capture": 0.23,
      "portfolio_wf_min_ratio": 0.5
    },
    "checks": [
      {
        "name": "phase1_hybrid_go",
        "pass": false
      },
      {
        "name": "full_pnl_1000pct",
        "pass": false,
        "value": 936.48
      },
      {
        "name": "gt_capture_23pct",
        "pass": false,
        "value": 0.1782
      },
      {
        "name": "holdout_pnl_positive",
        "pass": true,
        "value": 96.51
      },
      {
        "name": "max_mdd",
        "pass": false,
        "value": 31.7
      },
      {
        "name": "fee_stress_ratio",
        "pass": false,
        "value": 806.56,
        "threshold": 850.0
      },
      {
        "name": "slippage_stress_positive",
        "pass": true,
        "value": 36.77,
        "note": "체결가 슬리피지 반영 후에도 흑자"
      },
      {
        "name": "portfolio_wf_positive_ratio",
        "pass": true,
        "value": 0.9231
      }
    ]
  },
  "portfolio_compare": {
    "ground_truth_chrono": {
      "initial_cash_krw": 400000,
      "final_asset_krw": 21418804.0,
      "pnl_krw": 21018804.0,
      "pnl_pct": 5254.7,
      "total_fees_krw": 106989.0,
      "cash_krw": 21418804.0,
      "holding_qty": 0.0,
      "holding_value_krw": 0.0,
      "mark_price": 769.0,
      "fee_rate": 0.0005,
      "trade_count": 475,
      "max_drawdown_pct": 6.57,
      "peak_asset_krw": 491720.0,
      "trough_asset_krw": 459404.0
    },
    "sim_sized": {
      "initial_cash_krw": 400000,
      "final_asset_krw": 406850.0,
      "pnl_krw": 6850.0,
      "pnl_pct": 1.71,
      "total_fees_krw": 13503.0,
      "cash_krw": 406791.0,
      "holding_qty": 0.077013,
      "holding_value_krw": 59.0,
      "mark_price": 769.0,
      "fee_rate": 0.0005,
      "trade_count": 5941,
      "max_drawdown_pct": 31.68,
      "peak_asset_krw": 412757.0,
      "trough_asset_krw": 281982.0,
      "sizing_mode": "gt_model_compound_causal",
      "sizing_note": "전기간 복리·GT tier·총자산×비중, 보유현금 한도; 인과적 신호·tier(미래 미사용)"
    },
    "sim_fixed_order": {
      "initial_cash_krw": 400000,
      "final_asset_krw": 16201.0,
      "pnl_krw": -383799.0,
      "pnl_pct": -95.95,
      "total_fees_krw": 12903.0,
      "cash_krw": 16201.0,
      "holding_qty": 0.0,
      "holding_value_krw": 0.0,
      "mark_price": 769.0,
      "fee_rate": 0.0005,
      "order_krw": 40000.0,
      "sizing_mode": "fixed",
      "trade_count": 5941
    },
    "sim_gt_model": {
      "initial_cash_krw": 400000,
      "final_asset_krw": 481220.0,
      "pnl_krw": 81220.0,
      "pnl_pct": 20.31,
      "total_fees_krw": 120.0,
      "cash_krw": 309487.0,
      "holding_qty": 223.320164,
      "holding_value_krw": 171733.0,
      "mark_price": 769.0,
      "fee_rate": 0.0005,
      "trade_count": 33,
      "max_drawdown_pct": 9.79,
      "peak_asset_krw": 429734.0,
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      "sizing_mode": "gt_model_compound_causal",
      "sizing_note": "전기간 복리·GT tier·총자산×비중, 보유현금 한도; 인과적 신호·tier(미래 미사용)"
    },
    "sim_causal_gt": {
      "initial_cash_krw": 400000,
      "final_asset_krw": 457564.0,
      "pnl_krw": 57564.0,
      "pnl_pct": 14.39,
      "total_fees_krw": 920.0,
      "cash_krw": 457564.0,
      "holding_qty": 0.0,
      "holding_value_krw": 0.0,
      "mark_price": 769.0,
      "fee_rate": 0.0005,
      "trade_count": 134,
      "max_drawdown_pct": 1.52,
      "peak_asset_krw": 446670.0,
      "trough_asset_krw": 439902.0,
      "leg_count": 17,
      "sizing_mode": "causal_gt_leg_engine",
      "sizing_note": "인과 GT leg: split_buy + peak_sell, causal tier 복리 (미래 미사용)",
      "causal_gt_params": {
        "peak_mode": "local",
        "pivot_order": 8,
        "buy_swing_pct": 2.0,
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        "bb_max": 0.55,
        "min_leg_pct": 8.0,
        "min_bars_between_legs": 60,
        "use_local_trough": false
      },
      "alloc_stats": {
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        "buy_skipped": 0,
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        "sell_skipped": 0,
        "buy_total_krw": 891175.0,
        "large_leg_count": 0,
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        "buy_amount_avg_krw": 8824.0,
        "buy_amount_min_krw": 5000,
        "buy_amount_max_krw": 22806.0
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    },
    "sim_causal_hybrid": {
      "initial_cash_krw": 400000,
      "final_asset_krw": 4145923.0,
      "pnl_krw": 3745923.0,
      "pnl_pct": 936.48,
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      "cash_krw": 4145923.0,
      "holding_qty": 0.0,
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      "trade_count": 5941,
      "max_drawdown_pct": 31.7,
      "peak_asset_krw": 412983.0,
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      "sizing_mode": "monitor_dd_tier",
      "sizing_note": "monitor buy+sell + drawdown·past-leg tier (미래 미사용)",
      "alloc_stats": {
        "buy_executed": 1641,
        "buy_skipped": 820,
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        "sell_skipped": 0,
        "buy_total_krw": 180666607.0,
        "large_leg_count": 1631,
        "large_tier_buy_count": 1631,
        "buy_amount_avg_krw": 110095.0,
        "buy_amount_min_krw": 118.0,
        "buy_amount_max_krw": 2120528.0
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      "input_fires": 5941
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    "hybrid_dd_params": {
      "dd_large_pct": 5.0,
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    "sim_tier_enhanced": {
      "initial_cash_krw": 400000,
      "final_asset_krw": 249533.0,
      "pnl_krw": -150467.0,
      "pnl_pct": -37.62,
      "total_fees_krw": 39271.0,
      "cash_krw": 249530.0,
      "holding_qty": 0.003368,
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      "fee_rate": 0.0005,
      "trade_count": 5941,
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      "peak_asset_krw": 627420.0,
      "trough_asset_krw": 159062.0,
      "sizing_mode": "monitor_tier_enhanced",
      "sizing_note": "monitor buy+sell + past-leg·drawdown tier + conviction (미래 미사용)",
      "alloc_stats": {
        "buy_executed": 142,
        "buy_skipped": 2319,
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        "sell_skipped": 0,
        "buy_total_krw": 39326201.0,
        "large_leg_count": 132,
        "large_tier_buy_count": 132,
        "buy_amount_avg_krw": 276945.0,
        "buy_amount_min_krw": 5000,
        "buy_amount_max_krw": 627090.0
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      "input_fires": 5941
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    "sim_sized_holdout": {
      "initial_asset_krw": 385338.0,
      "final_asset_krw": 406851.0,
      "pnl_krw": 21513.0,
      "pnl_pct": 5.58,
      "trade_count": 1002,
      "note": "전기간 복리(causal tier) 후 holdout 구간 자산 증감"
    },
    "sim_hybrid_holdout": {
      "initial_asset_krw": 2109733.0,
      "final_asset_krw": 4145923.0,
      "pnl_krw": 2036190.0,
      "pnl_pct": 96.51,
      "trade_count": 1002,
      "note": "전기간 복리(hybrid DD tier) 후 holdout 구간 자산 증감"
    },
    "sim_hybrid_fee_stress": {
      "initial_cash_krw": 400000,
      "final_asset_krw": 3626229.0,
      "pnl_krw": 3226229.0,
      "pnl_pct": 806.56,
      "total_fees_krw": 335315.0,
      "cash_krw": 3626226.0,
      "holding_qty": 0.003685,
      "holding_value_krw": 3.0,
      "mark_price": 769.0,
      "fee_rate": 0.001,
      "trade_count": 5941,
      "max_drawdown_pct": 31.7,
      "peak_asset_krw": 412770.0,
      "trough_asset_krw": 281917.0
    },
    "sim_hybrid_slippage_stress": {
      "initial_cash_krw": 400000,
      "final_asset_krw": 547080.0,
      "pnl_krw": 147080.0,
      "pnl_pct": 36.77,
      "total_fees_krw": 182631.0,
      "cash_krw": 547080.0,
      "holding_qty": 0.0,
      "holding_value_krw": 0.0,
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      "fee_rate": 0.0005,
      "trade_count": 5941,
      "max_drawdown_pct": 48.63,
      "peak_asset_krw": 1058643.0,
      "trough_asset_krw": 543801.0,
      "slippage_pct": 0.05,
      "sizing_mode": "hybrid_slippage_stress"
    },
    "hybrid_portfolio_walk_forward": [
      {
        "month": "2025-06",
        "pnl_pct": -16.21,
        "start_asset_krw": 400000.0,
        "end_asset_krw": 335174.0
      },
      {
        "month": "2025-07",
        "pnl_pct": 61.9,
        "start_asset_krw": 335174.0,
        "end_asset_krw": 542633.0
      },
      {
        "month": "2025-08",
        "pnl_pct": 15.34,
        "start_asset_krw": 542633.0,
        "end_asset_krw": 625856.0
      },
      {
        "month": "2025-09",
        "pnl_pct": 61.29,
        "start_asset_krw": 625856.0,
        "end_asset_krw": 1009446.0
      },
      {
        "month": "2025-10",
        "pnl_pct": 10.06,
        "start_asset_krw": 1009446.0,
        "end_asset_krw": 1111046.0
      },
      {
        "month": "2025-11",
        "pnl_pct": 6.2,
        "start_asset_krw": 1111046.0,
        "end_asset_krw": 1179936.0
      },
      {
        "month": "2025-12",
        "pnl_pct": 0.27,
        "start_asset_krw": 1179936.0,
        "end_asset_krw": 1183177.0
      },
      {
        "month": "2026-01",
        "pnl_pct": 35.33,
        "start_asset_krw": 1183177.0,
        "end_asset_krw": 1601182.0
      },
      {
        "month": "2026-02",
        "pnl_pct": 12.87,
        "start_asset_krw": 1601182.0,
        "end_asset_krw": 1807252.0
      },
      {
        "month": "2026-03",
        "pnl_pct": 0.45,
        "start_asset_krw": 1807252.0,
        "end_asset_krw": 1815423.0
      },
      {
        "month": "2026-04",
        "pnl_pct": 17.34,
        "start_asset_krw": 1815423.0,
        "end_asset_krw": 2130294.0
      },
      {
        "month": "2026-05",
        "pnl_pct": 56.23,
        "start_asset_krw": 2130294.0,
        "end_asset_krw": 3328225.0
      },
      {
        "month": "2026-06",
        "pnl_pct": 24.57,
        "start_asset_krw": 3328225.0,
        "end_asset_krw": 4145923.0
      }
    ],
    "hybrid_portfolio_wf_summary": {
      "months": 13,
      "positive_months": 12,
      "positive_ratio": 0.9231,
      "mean_pnl_pct": 21.97
    },
    "primary_sizing": "causal_tier",
    "sim_primary": {
      "initial_cash_krw": 400000,
      "final_asset_krw": 406850.0,
      "pnl_krw": 6850.0,
      "pnl_pct": 1.71,
      "total_fees_krw": 13503.0,
      "cash_krw": 406791.0,
      "holding_qty": 0.077013,
      "holding_value_krw": 59.0,
      "mark_price": 769.0,
      "fee_rate": 0.0005,
      "trade_count": 5941,
      "max_drawdown_pct": 31.68,
      "peak_asset_krw": 412757.0,
      "trough_asset_krw": 281982.0,
      "sizing_mode": "gt_model_compound_causal",
      "sizing_note": "전기간 복리·GT tier·총자산×비중, 보유현금 한도; 인과적 신호·tier(미래 미사용)"
    },
    "gt_capture_ratio": 0.0003,
    "gt_pnl_pct": 5254.7,
    "sim_sized_pnl_pct": 1.71,
    "gt_model_capture_ratio": 0.0039,
    "causal_gt_capture_ratio": 0.0027,
    "sim_causal_gt_pnl_pct": 14.39,
    "causal_hybrid_capture_ratio": 0.1782,
    "sim_causal_hybrid_pnl_pct": 936.48,
    "tier_enhanced_capture_ratio": -0.0072,
    "sim_tier_enhanced_pnl_pct": -37.62,
    "causal_gt_params": {
      "peak_mode": "local",
      "pivot_order": 8,
      "buy_swing_pct": 2.0,
      "sell_swing_pct": 3.0,
      "bb_max": 0.55,
      "min_leg_pct": 8.0,
      "min_bars_between_legs": 60,
      "use_local_trough": false
    },
    "gt_allocation_analysis": {
      "large_leg_ids": [
        3,
        5,
        18,
        19,
        20,
        21,
        22,
        33,
        40,
        46,
        49,
        52,
        72,
        74,
        76,
        78
      ],
      "large_leg_count": 16,
      "config_pct_large": 1.0,
      "config_pct_small": 0.05,
      "observed_implied_scale": {
        "all": {
          "count": 18,
          "mean": 0.1404,
          "median": 0.0667,
          "p25": 0.0539,
          "p75": 0.1318
        },
        "large_leg": {
          "count": 1,
          "mean": 1.1008,
          "median": 1.1008,
          "p25": 1.1008,
          "p75": 1.1008
        },
        "small_leg": {
          "count": 17,
          "mean": 0.0839,
          "median": 0.0583,
          "p25": 0.0539,
          "p75": 0.119
        }
      },
      "recommended_pct_large_leg": 1.1008,
      "recommended_pct_small_leg": 0.0583,
      "note": "implied_scale = amount / (pre_buy_total_asset × weight_share); 시뮬 tier는 GT 분석 median 사용"
    },
    "causal_mode": {
      "gt_signal_causal": true,
      "sim_causal_tier": true,
      "note": "인과적: t 시점까지 데이터만 사용 (운영 정합)"
    }
  },
  "gt_model": {
    "selection_mode": "split_buy_peak_sell",
    "leg_definition": "이전 고점 매도 ~ 다음 고점 매도 구간 = leg_id; 기간말 잔여 구간은 마지막 leg",
    "entry": {
      "pivot": "trough",
      "price": "Low",
      "weight_rule": "inverse_price_normalized",
      "weight_formula": "w_i = (1/price_i) / sum(1/price_j)",
      "max_buys_per_leg": 12,
      "min_bars_between_buys": 24,
      "bb_filter": "bb_pos <= 0.45"
    },
    "exit": {
      "pivot": "peak",
      "price": "High",
      "weight_rule": "fixed_split_or_full",
      "weights_split": [
        0.65,
        0.35
      ],
      "split_gap_pct": 2.5,
      "max_sells_per_leg": 2
    },
    "capital": {
      "buy": "target = total_asset * (weight/remaining_weights) * tier_scale; amount = min(target, available_cash/(1+fee))",
      "optimal_buy_rate": "weight / sum(remaining_buy_weights_in_leg)",
      "large_leg_top_pct": 0.2,
      "pct_large_leg": 1.0,
      "pct_small_leg": 0.05,
      "min_order_krw": 5000.0,
      "sell": "sell_base_qty * sell_weight * price (last sell = full leg_qty)"
    },
    "execution": {
      "chrono": "amount_krw 배분·summary.pnl_pct = 시각순 체결(매도 후 현금 → 다음 매수 반영)",
      "leg_block_json": "JSON 저장 순서 = leg별 매수 전량 → 매도 전량 (차트·테이블 leg 정합)"
    }
  },
  "gt_weight_policy": {
    "entry_weight_rule": "inverse_price_normalized",
    "exit_split_weights": [
      0.65,
      0.35
    ],
    "capital_large_pct": 1.0,
    "capital_small_pct": 0.05,
    "large_leg_top_pct": 0.2
  },
  "gt_leg_weight_validation": {
    "legs": {
      "0": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "1": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 12,
        "n_sell": 2,
        "valid": true
      },
      "2": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "3": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "4": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "5": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "6": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "7": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "8": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "9": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "10": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "11": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "12": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "13": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 7,
        "n_sell": 2,
        "valid": true
      },
      "14": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "15": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "16": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 7,
        "n_sell": 2,
        "valid": true
      },
      "17": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "18": {
        "buy_sum": 0.999,
        "sell_sum": 1.0,
        "n_buy": 6,
        "n_sell": 2,
        "valid": true
      },
      "19": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "20": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "21": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "22": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "23": {
        "buy_sum": 1.001,
        "sell_sum": 1.0,
        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "24": {
        "buy_sum": 1.001,
        "sell_sum": 1.0,
        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "25": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 1,
        "n_sell": 2,
        "valid": true
      },
      "26": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "27": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 1,
        "valid": true
      },
      "28": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "29": {
        "buy_sum": 0.999,
        "sell_sum": 1.0,
        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "30": {
        "buy_sum": 1.0,
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        "n_buy": 5,
        "n_sell": 2,
        "valid": true
      },
      "31": {
        "buy_sum": 1.0,
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        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "32": {
        "buy_sum": 1.0,
        "sell_sum": 1.0,
        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "33": {
        "buy_sum": 1.0,
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        "n_sell": 2,
        "valid": true
      },
      "34": {
        "buy_sum": 1.0,
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        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "35": {
        "buy_sum": 1.0,
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        "n_buy": 7,
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        "valid": true
      },
      "36": {
        "buy_sum": 1.0,
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        "n_buy": 4,
        "n_sell": 2,
        "valid": true
      },
      "37": {
        "buy_sum": 1.0,
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        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "38": {
        "buy_sum": 0.999,
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        "valid": true
      },
      "39": {
        "buy_sum": 1.0,
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        "n_buy": 1,
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        "valid": true
      },
      "40": {
        "buy_sum": 1.0,
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        "n_buy": 1,
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        "valid": true
      },
      "41": {
        "buy_sum": 1.001,
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        "n_sell": 2,
        "valid": true
      },
      "42": {
        "buy_sum": 1.0,
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        "n_buy": 11,
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        "valid": true
      },
      "43": {
        "buy_sum": 1.0,
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        "valid": true
      },
      "44": {
        "buy_sum": 1.0,
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        "n_buy": 1,
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        "valid": true
      },
      "45": {
        "buy_sum": 1.0,
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        "n_sell": 2,
        "valid": true
      },
      "46": {
        "buy_sum": 1.001,
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        "valid": true
      },
      "47": {
        "buy_sum": 1.0,
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        "n_buy": 3,
        "n_sell": 2,
        "valid": true
      },
      "48": {
        "buy_sum": 1.0,
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        "n_buy": 8,
        "n_sell": 2,
        "valid": true
      },
      "49": {
        "buy_sum": 1.0,
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        "n_buy": 10,
        "n_sell": 2,
        "valid": true
      },
      "50": {
        "buy_sum": 1.0,
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        "valid": true
      },
      "51": {
        "buy_sum": 0.999,
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        "valid": true
      },
      "52": {
        "buy_sum": 1.0,
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        "valid": true
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      "53": {
        "buy_sum": 1.001,
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        "valid": true
      },
      "54": {
        "buy_sum": 1.001,
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        "valid": true
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      "55": {
        "buy_sum": 1.0,
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        "n_buy": 2,
        "n_sell": 2,
        "valid": true
      },
      "56": {
        "buy_sum": 1.0,
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        "valid": true
      },
      "57": {
        "buy_sum": 1.0,
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        "n_buy": 1,
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        "valid": true
      },
      "58": {
        "buy_sum": 1.0,
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        "valid": true
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      "59": {
        "buy_sum": 0.999,
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        "valid": true
      },
      "60": {
        "buy_sum": 1.0,
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        "valid": true
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      "61": {
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        "valid": true
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      "62": {
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        "valid": true
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        "valid": true
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      "64": {
        "buy_sum": 1.0,
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        "valid": true
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      "65": {
        "buy_sum": 1.0,
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        "valid": true
      },
      "66": {
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        "valid": true
      },
      "67": {
        "buy_sum": 1.0,
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        "valid": true
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      "68": {
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      "69": {
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        "valid": true
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      "70": {
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        "valid": true
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      "71": {
        "buy_sum": 0.999,
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        "valid": true
      },
      "72": {
        "buy_sum": 1.001,
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        "valid": true
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      "73": {
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        "valid": true
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      "74": {
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      "75": {
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        "valid": true
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      "76": {
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    },
    "invalid_leg_ids": [],
    "all_valid": true
  },
  "monitor_rules": [
    {
      "rule_id": "buy_compound_tight",
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      "kind": "compound_tight",
      "conditions": [
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          "col": "m10_bb_pos",
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        {
          "col": "m5_bb_pos",
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        {
          "col": "m10_ga_cci_20",
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          "lo": -176.08366788851922,
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      ],
      "valid_fire_rate": 0.0149,
      "metrics": {
        "all": {
          "count": 2461,
          "ev_pct": 5.4605,
          "win_rate": 0.7017,
          "profit_factor": 3.3918
        },
        "train": {
          "count": 1552,
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          "profit_factor": 3.1874
        },
        "valid": {
          "count": 661,
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          "profit_factor": 3.4851
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        "holdout": {
          "count": 248,
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          "profit_factor": 4.3089
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      },
      "pass_valid": true,
      "pass_holdout": true
    },
    {
      "rule_id": "sell_mtf_cross_all_tf",
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      "kind": "mtf_cross",
      "conditions": [
        {
          "col": "m3_bb_pos",
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        {
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        {
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        {
          "col": "m15_bb_pos",
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          "lo": 0.8206164588850927,
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        },
        {
          "col": "m30_ga_ha_bull",
          "op": "eq_int",
          "value": 1
        },
        {
          "col": "m60_ga_ha_bull",
          "op": "eq_int",
          "value": 1
        },
        {
          "col": "m240_ga_ha_bull",
          "op": "eq_int",
          "value": 1
        },
        {
          "col": "d1_ga_ha_bull",
          "op": "eq_int",
          "value": 1
        },
        {
          "col": "w1_ga_three_black_crows",
          "op": "eq_int",
          "value": 0
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      ],
      "valid_fire_rate": 0.0151,
      "metrics": {
        "all": {
          "count": 3480,
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          "profit_factor": 26393.624
        },
        "train": {
          "count": 2056,
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          "profit_factor": 15433.2445
        },
        "valid": {
          "count": 670,
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          "profit_factor": 4847.2609
        },
        "holdout": {
          "count": 754,
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          "win_rate": 1.0,
          "profit_factor": 6113.1186
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      },
      "pass_valid": true,
      "pass_holdout": true
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  ],
  "gt_portfolio_calibration": {
    "portfolio": {
      "gt_final_asset_krw": 21418804.0,
      "subset_final_asset_krw": 400000.0,
      "asset_ratio": 0.0187,
      "asset_accuracy_pct": 1.87,
      "target_met_90": false,
      "legs_total": 79,
      "legs_covered": 0,
      "leg_coverage_ratio": 0.0,
      "full_pnl_pct": 5254.7,
      "subset_pnl_pct": 0.0
    },
    "note": "캘리브레이션 미실행 — scripts/04_calibrate_gt_assets.py"
  },
  "criteria": {
    "min_holdout_ev": 0.0,
    "min_holdout_pf": 1.0,
    "wf_positive_ratio": 0.5,
    "wf_min_months": 3,
    "hybrid_min_holdout_pnl_pct": 0.0,
    "hybrid_max_mdd_pct": 30.0,
    "option_c_target_pnl_pct": 300.0,
    "option_c_phase2_target_pnl_pct": 1000.0,
    "option_c_phase2_fee_stress_ratio": 0.85,
    "option_c_min_gt_capture": 0.23
  }
}