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  "buy_pct_standalone": {
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      "horizon": "1h",
      "split": "IS",
      "IC": 0.0734,
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      "monotonicity": 0.5,
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      "Q5_ret": -2.61
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      "horizon": "1h",
      "split": "OOS",
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      "monotonicity": 0.5,
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      "Q5_ret": 18.37
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      "horizon": "3h",
      "split": "IS",
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      "t_stat": 1.93,
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      "monotonicity": 0.75,
      "Q1_wr": 0.325,
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      "Q5_ret": -5.36
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      "horizon": "3h",
      "split": "OOS",
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      "monotonicity": 0.5,
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      "Q5_wr": 0.731,
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      "Q5_ret": 19.0
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      "horizon": "1h",
      "split": "IS",
      "IC": 0.1426,
      "t_stat": 2.02,
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      "monotonicity": 0.75,
      "Q1_wr": 0.4,
      "Q5_wr": 0.65,
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      "Q5_ret": 6.61
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      "horizon": "1h",
      "split": "OOS",
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      "t_stat": 0.4,
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      "monotonicity": 0.5,
      "Q1_wr": 0.37,
      "Q5_wr": 0.615,
      "Q1_ret": -3.6,
      "Q5_ret": -0.11
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      "horizon": "3h",
      "split": "IS",
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      "monotonicity": 0.75,
      "Q1_wr": 0.359,
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      "Q5_ret": 10.08
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      "horizon": "3h",
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      "monotonicity": 0.5,
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      "Q5_wr": 0.577,
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      "Q5_ret": 0.49
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      "split": "IS",
      "IC": 0.1109,
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      "monotonicity": 0.75,
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      "Q5_ret": 4.17
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      "horizon": "1h",
      "split": "OOS",
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      "t_stat": -0.77,
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      "monotonicity": 0.5,
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      "Q5_wr": 0.577,
      "Q1_ret": 5.14,
      "Q5_ret": 0.96
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      "monotonicity": 0.75,
      "Q1_wr": 0.436,
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      "Q5_ret": 3.31
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      "monotonicity": 0.5,
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      "Q5_wr": 0.654,
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      "Q5_ret": 2.96
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      "threshold_stats": {
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          "WR": 0.381,
          "avg_bps": -16.88
        },
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          "WR": 0.333,
          "avg_bps": -13.98
        },
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          "WR": 0.364,
          "avg_bps": -18.59
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          "WR": 0.6,
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    },
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      "horizon": "1h",
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      "IC": 0.0699,
      "t_stat": 0.81,
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      "threshold_stats": {
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          "WR": 0.607,
          "avg_bps": 7.5
        },
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          "WR": 0.577,
          "avg_bps": 7.11
        },
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          "WR": 0.6,
          "avg_bps": 6.61
        },
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          "WR": 0.583,
          "avg_bps": 2.98
        },
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          "N": 6,
          "WR": 0.5,
          "avg_bps": -2.31
        }
      }
    },
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      "IC": -0.0887,
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      "threshold_stats": {
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          "WR": 0.476,
          "avg_bps": -21.36
        },
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          "WR": 0.4,
          "avg_bps": -26.97
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          "WR": 0.364,
          "avg_bps": -35.36
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          "WR": 0.4,
          "avg_bps": -3.14
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      "IC": 0.0537,
      "t_stat": 0.61,
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      "threshold_stats": {
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          "WR": 0.714,
          "avg_bps": 15.44
        },
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          "WR": 0.692,
          "avg_bps": 14.52
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          "WR": 0.7,
          "avg_bps": 14.18
        },
        ">75%": {
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          "WR": 0.667,
          "avg_bps": 14.98
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          "WR": 0.5,
          "avg_bps": -4.19
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    },
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      "horizon": "1h",
      "split": "IS",
      "IC": -0.0392,
      "t_stat": -0.55,
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      "threshold_stats": {
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          "N": 24,
          "WR": 0.417,
          "avg_bps": -0.97
        },
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          "WR": 0.444,
          "avg_bps": -5.17
        },
        ">70%": {
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          "WR": 0.5,
          "avg_bps": -0.06
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      }
    },
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      "IC": -0.01,
      "t_stat": -0.11,
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      "threshold_stats": {
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          "N": 25,
          "WR": 0.48,
          "avg_bps": 1.07
        },
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          "WR": 0.522,
          "avg_bps": 4.32
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          "WR": 0.5,
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          "WR": 0.375,
          "avg_bps": -3.96
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          "WR": 0.5,
          "avg_bps": -0.25
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    },
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      "threshold_stats": {
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          "WR": 0.5,
          "avg_bps": -6.72
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          "WR": 0.611,
          "avg_bps": -0.31
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          "WR": 0.7,
          "avg_bps": 9.69
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      "t_stat": 0.28,
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      "threshold_stats": {
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          "WR": 0.52,
          "avg_bps": 5.78
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          "WR": 0.565,
          "avg_bps": 11.12
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          "WR": 0.5,
          "avg_bps": 9.53
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          "WR": 0.5,
          "avg_bps": 4.51
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          "WR": 0.333,
          "avg_bps": 3.26
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      }
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    "90min_1h_IS": {
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      "horizon": "1h",
      "split": "IS",
      "IC": 0.0124,
      "t_stat": 0.17,
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      "threshold_stats": {
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          "WR": 0.412,
          "avg_bps": 9.67
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          "WR": 0.417,
          "avg_bps": 10.76
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          "WR": 0.5,
          "avg_bps": 15.92
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      }
    },
    "90min_1h_OOS": {
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      "horizon": "1h",
      "split": "OOS",
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      "t_stat": 1.07,
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      "threshold_stats": {
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          "WR": 0.6,
          "avg_bps": 5.46
        },
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          "N": 20,
          "WR": 0.6,
          "avg_bps": 8.67
        },
        ">70%": {
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          "WR": 0.562,
          "avg_bps": 8.32
        },
        ">75%": {
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          "WR": 0.636,
          "avg_bps": 14.0
        },
        ">80%": {
          "N": 5,
          "WR": 0.8,
          "avg_bps": 5.65
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      }
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    "90min_3h_IS": {
      "checkpoint": "90min",
      "horizon": "3h",
      "split": "IS",
      "IC": 0.0547,
      "t_stat": 0.76,
      "N": 195,
      "threshold_stats": {
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          "N": 17,
          "WR": 0.647,
          "avg_bps": 15.56
        },
        ">65%": {
          "N": 12,
          "WR": 0.667,
          "avg_bps": 16.52
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          "WR": 0.833,
          "avg_bps": 24.29
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      }
    },
    "90min_3h_OOS": {
      "checkpoint": "90min",
      "horizon": "3h",
      "split": "OOS",
      "IC": 0.0599,
      "t_stat": 0.68,
      "N": 130,
      "threshold_stats": {
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          "N": 25,
          "WR": 0.64,
          "avg_bps": 7.68
        },
        ">65%": {
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          "WR": 0.7,
          "avg_bps": 13.81
        },
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          "WR": 0.625,
          "avg_bps": 9.63
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          "WR": 0.636,
          "avg_bps": 17.13
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          "WR": 0.6,
          "avg_bps": 1.19
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  "combined": {
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      "horizon": "1h",
      "split": "IS",
      "IC_tilt": -0.127,
      "IC_buypct": 0.077,
      "IC_composite": -0.0356,
      "t_stat_composite": -0.5,
      "N": 198,
      "Q1_wr": 0.425,
      "Q5_wr": 0.425,
      "Q1_ret": -2.15,
      "Q5_ret": -6.45
    },
    "30min_1h_OOS": {
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      "horizon": "1h",
      "split": "OOS",
      "IC_tilt": 0.0699,
      "IC_buypct": 0.207,
      "IC_composite": 0.1774,
      "t_stat_composite": 2.07,
      "N": 134,
      "Q1_wr": 0.481,
      "Q5_wr": 0.704,
      "Q1_ret": -6.66,
      "Q5_ret": 8.84
    },
    "30min_3h_IS": {
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      "horizon": "3h",
      "split": "IS",
      "IC_tilt": -0.0887,
      "IC_buypct": 0.1383,
      "IC_composite": 0.0353,
      "t_stat_composite": 0.49,
      "N": 198,
      "Q1_wr": 0.45,
      "Q5_wr": 0.55,
      "Q1_ret": -11.35,
      "Q5_ret": -0.5
    },
    "30min_3h_OOS": {
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      "horizon": "3h",
      "split": "OOS",
      "IC_tilt": 0.0537,
      "IC_buypct": 0.1239,
      "IC_composite": 0.1167,
      "t_stat_composite": 1.33,
      "N": 131,
      "Q1_wr": 0.407,
      "Q5_wr": 0.731,
      "Q1_ret": -3.74,
      "Q5_ret": 20.73
    },
    "60min_1h_IS": {
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      "horizon": "1h",
      "split": "IS",
      "IC_tilt": -0.0392,
      "IC_buypct": 0.1424,
      "IC_composite": 0.0766,
      "t_stat_composite": 1.08,
      "N": 198,
      "Q1_wr": 0.425,
      "Q5_wr": 0.575,
      "Q1_ret": -4.35,
      "Q5_ret": 2.24
    },
    "60min_1h_OOS": {
      "checkpoint": "60min",
      "horizon": "1h",
      "split": "OOS",
      "IC_tilt": -0.01,
      "IC_buypct": 0.0355,
      "IC_composite": 0.0136,
      "t_stat_composite": 0.15,
      "N": 131,
      "Q1_wr": 0.444,
      "Q5_wr": 0.615,
      "Q1_ret": 0.75,
      "Q5_ret": 5.28
    },
    "60min_3h_IS": {
      "checkpoint": "60min",
      "horizon": "3h",
      "split": "IS",
      "IC_tilt": 0.008,
      "IC_buypct": 0.1234,
      "IC_composite": 0.0977,
      "t_stat_composite": 1.36,
      "N": 195,
      "Q1_wr": 0.462,
      "Q5_wr": 0.615,
      "Q1_ret": -5.88,
      "Q5_ret": 8.95
    },
    "60min_3h_OOS": {
      "checkpoint": "60min",
      "horizon": "3h",
      "split": "OOS",
      "IC_tilt": 0.0247,
      "IC_buypct": 0.0377,
      "IC_composite": 0.0434,
      "t_stat_composite": 0.49,
      "N": 130,
      "Q1_wr": 0.346,
      "Q5_wr": 0.577,
      "Q1_ret": -0.59,
      "Q5_ret": 8.15
    },
    "90min_1h_IS": {
      "checkpoint": "90min",
      "horizon": "1h",
      "split": "IS",
      "IC_tilt": 0.0124,
      "IC_buypct": 0.1112,
      "IC_composite": 0.0923,
      "t_stat_composite": 1.3,
      "N": 198,
      "Q1_wr": 0.425,
      "Q5_wr": 0.525,
      "Q1_ret": -6.65,
      "Q5_ret": 7.05
    },
    "90min_1h_OOS": {
      "checkpoint": "90min",
      "horizon": "1h",
      "split": "OOS",
      "IC_tilt": 0.094,
      "IC_buypct": -0.0673,
      "IC_composite": 0.0407,
      "t_stat_composite": 0.46,
      "N": 131,
      "Q1_wr": 0.519,
      "Q5_wr": 0.5,
      "Q1_ret": -2.46,
      "Q5_ret": -3.68
    },
    "90min_3h_IS": {
      "checkpoint": "90min",
      "horizon": "3h",
      "split": "IS",
      "IC_tilt": 0.0547,
      "IC_buypct": 0.0406,
      "IC_composite": 0.0711,
      "t_stat_composite": 0.99,
      "N": 195,
      "Q1_wr": 0.538,
      "Q5_wr": 0.667,
      "Q1_ret": -3.64,
      "Q5_ret": 16.57
    },
    "90min_3h_OOS": {
      "checkpoint": "90min",
      "horizon": "3h",
      "split": "OOS",
      "IC_tilt": 0.0599,
      "IC_buypct": -0.0307,
      "IC_composite": 0.033,
      "t_stat_composite": 0.37,
      "N": 130,
      "Q1_wr": 0.5,
      "Q5_wr": 0.538,
      "Q1_ret": -1.62,
      "Q5_ret": -4.39
    }
  },
  "confirmation_disagreement": {
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      "checkpoint": "30min",
      "horizon": "1h",
      "split": "IS",
      "tilt_threshold": 0.65,
      "tilt_alone": {
        "N": 15,
        "WR": 0.333,
        "avg_bps": -13.98
      },
      "both_bullish": {
        "N": 5,
        "WR": 0.4,
        "avg_bps": -2.81
      },
      "tilt_bull_bp_bear": {
        "N": 1,
        "WR": null,
        "avg_bps": null
      }
    },
    "30min_1h_IS_tilt70": {
      "checkpoint": "30min",
      "horizon": "1h",
      "split": "IS",
      "tilt_threshold": 0.7,
      "tilt_alone": {
        "N": 11,
        "WR": 0.364,
        "avg_bps": -18.59
      },
      "both_bullish": {
        "N": 4,
        "WR": 0.5,
        "avg_bps": -2.19
      },
      "tilt_bull_bp_bear": {
        "N": 1,
        "WR": null,
        "avg_bps": null
      }
    },
    "30min_1h_IS_tilt75": {
      "checkpoint": "30min",
      "horizon": "1h",
      "split": "IS",
      "tilt_threshold": 0.75,
      "tilt_alone": {
        "N": 5,
        "WR": 0.6,
        "avg_bps": 10.67
      },
      "both_bullish": {
        "N": 1,
        "WR": null,
        "avg_bps": null
      },
      "tilt_bull_bp_bear": {
        "N": 0,
        "WR": null,
        "avg_bps": null
      }
    },
    "30min_1h_OOS_tilt65": {
      "checkpoint": "30min",
      "horizon": "1h",
      "split": "OOS",
      "tilt_threshold": 0.65,
      "tilt_alone": {
        "N": 26,
        "WR": 0.577,
        "avg_bps": 7.11
      },
      "both_bullish": {
        "N": 5,
        "WR": 1.0,
        "avg_bps": 30.14
      },
      "tilt_bull_bp_bear": {
        "N": 3,
        "WR": 0.333,
        "avg_bps": 18.93
      }
    },
    "30min_1h_OOS_tilt70": {
      "checkpoint": "30min",
      "horizon": "1h",
      "split": "OOS",
      "tilt_threshold": 0.7,
      "tilt_alone": {
        "N": 20,
        "WR": 0.6,
        "avg_bps": 6.61
      },
      "both_bullish": {
        "N": 4,
        "WR": 1.0,
        "avg_bps": 36.38
      },
      "tilt_bull_bp_bear": {
        "N": 2,
        "WR": null,
        "avg_bps": null
      }
    },
    "30min_1h_OOS_tilt75": {
      "checkpoint": "30min",
      "horizon": "1h",
      "split": "OOS",
      "tilt_threshold": 0.75,
      "tilt_alone": {
        "N": 12,
        "WR": 0.583,
        "avg_bps": 2.98
      },
      "both_bullish": {
        "N": 1,
        "WR": null,
        "avg_bps": null
      },
      "tilt_bull_bp_bear": {
        "N": 2,
        "WR": null,
        "avg_bps": null
      }
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}