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      "z_stat": 0.96,
      "p_value": 0.1685,
      "avg_dist_closed_pts": 1.24,
      "avg_dist_closed_pct": 0.0307,
      "n": 791,
      "is_pct_toward": 0.5099,
      "oos_pct_toward": 0.5336
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      "z_stat": -3.8,
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      "avg_dist_closed_pts": -6.49,
      "avg_dist_closed_pct": -0.1264,
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      "is_pct_toward": 0.4358,
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      "is_pct_toward": 0.5182,
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        "avg_closed_pts": -18.79,
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        "avg_closed_pts": -13.33,
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        "is_pct_toward": 0.3721,
        "oos_pct_toward": 0.375
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        "avg_closed_pts": 0.55,
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        "is_pct_toward": 0.5484,
        "oos_pct_toward": 0.4138
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        "pct_toward": 0.5493,
        "avg_closed_pts": 3.92,
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        "is_pct_toward": 0.5398,
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    },
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        "avg_closed_pts": -3.89,
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        "is_pct_toward": 0.4451,
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        "is_pct_toward": 0.2727,
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        "is_pct_toward": 0.5862,
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  "q3_attractor_ranking": {
    "gamma_wall": {
      "median_pct_dist_closed": 0.0078,
      "mean_pct_dist_closed": -10.1924,
      "ic_dist_vs_closure": {
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        "p": 0.0003,
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        "label": "gamma_wall"
      }
    },
    "max_neg_strike": {
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      "mean_pct_dist_closed": -0.2829,
      "ic_dist_vs_closure": {
        "ic": 0.1575,
        "p": 0.0,
        "n": 791,
        "label": "max_neg_strike"
      }
    },
    "gamma_flip": {
      "median_pct_dist_closed": 0.0069,
      "mean_pct_dist_closed": -13.4944,
      "ic_dist_vs_closure": {
        "ic": 0.0802,
        "p": 0.0512,
        "n": 591,
        "label": "gamma_flip"
      }
    }
  },
  "q4_intraday_touch": {
    "gamma_wall": {
      "touch_rate": 0.0528,
      "avg_min_dist_pct": 3.3445,
      "n_days": 739,
      "is_touch_rate": 0.0619,
      "oos_touch_rate": 0.0315
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    "max_neg_strike": {
      "touch_rate": 0.0392,
      "avg_min_dist_pct": 6.2952,
      "n_days": 739,
      "is_touch_rate": 0.0445,
      "oos_touch_rate": 0.027
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    "gamma_flip": {
      "touch_rate": 0.0795,
      "avg_min_dist_pct": 8.1012,
      "n_days": 566,
      "is_touch_rate": 0.0808,
      "oos_touch_rate": 0.0765
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  },
  "q5_gex_regime": {
    "gamma_wall": {
      "pos_gex": {
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        "avg_closed_pts": 0.8,
        "n": 572,
        "is_pct": 0.5,
        "oos_pct": 0.5174
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      "neg_gex": {
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        "avg_closed_pts": 2.4,
        "n": 219,
        "is_pct": 0.5229,
        "oos_pct": 0.6061
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    },
    "max_neg_strike": {
      "pos_gex": {
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        "avg_closed_pts": -3.73,
        "n": 572,
        "is_pct": 0.445,
        "oos_pct": 0.4535
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      "neg_gex": {
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        "avg_closed_pts": -13.69,
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        "is_pct": 0.4248,
        "oos_pct": 0.3182
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    },
    "gamma_flip": {
      "pos_gex": {
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        "is_pct": 0.515,
        "oos_pct": 0.5349
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      "neg_gex": {
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        "avg_closed_pts": 13.01,
        "n": 19,
        "is_pct": 0.5385,
        "oos_pct": null
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  },
  "q6_support_resistance": {
    "gamma_wall": {
      "below_level": {
        "break_rate": 0.0268,
        "bounce_rate": 0.9732,
        "avg_ret_bps": 7.48,
        "n": 747
      },
      "above_level": {
        "break_rate": 0.1364,
        "bounce_rate": 0.8636,
        "avg_ret_bps": 15.84,
        "n": 44
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    },
    "max_neg_strike": {
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        "break_rate": 0.4444,
        "bounce_rate": 0.5556,
        "avg_ret_bps": 29.94,
        "n": 18
      },
      "above_level": {
        "break_rate": 0.0168,
        "bounce_rate": 0.9832,
        "avg_ret_bps": 7.43,
        "n": 773
      }
    },
    "gamma_flip": {
      "below_level": {
        "break_rate": 0.0278,
        "bounce_rate": 0.9722,
        "avg_ret_bps": 6.65,
        "n": 540
      },
      "above_level": {
        "break_rate": 0.1373,
        "bounce_rate": 0.8627,
        "avg_ret_bps": 0.78,
        "n": 51
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    }
  },
  "q7_level_stability": {
    "gamma_wall": {
      "sticky_3d+": {
        "pct_toward": 0.5238,
        "avg_closed_pts": 2.55,
        "n": 630
      },
      "shifting": {
        "pct_toward": 0.4907,
        "avg_closed_pts": -3.87,
        "n": 161
      },
      "daily_change_rate": 0.1203
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    "max_neg_strike": {
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        "pct_toward": 0.4377,
        "avg_closed_pts": -5.24,
        "n": 610
      },
      "shifting": {
        "pct_toward": 0.4144,
        "avg_closed_pts": -10.7,
        "n": 181
      },
      "daily_change_rate": 0.1342
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  },
  "q8_multi_level": {
    "<2%": {
      "pin_rate": 0.2941,
      "avg_range": 1.3973,
      "avg_abs_ret_bps": 88.65,
      "n": 17
    },
    "2-5%": {
      "pin_rate": 0.6458,
      "avg_range": 1.1409,
      "avg_abs_ret_bps": 59.85,
      "n": 48
    },
    "5-10%": {
      "pin_rate": 0.8702,
      "avg_range": 1.2292,
      "avg_abs_ret_bps": 62.55,
      "n": 285
    },
    "10%+": {
      "pin_rate": 0.966,
      "avg_range": 1.3247,
      "avg_abs_ret_bps": 68.23,
      "n": 441
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    "tight_vs_wide_vol": {
      "tight_avg_abs_ret_bps": 69.62,
      "wide_avg_abs_ret_bps": 65.92,
      "t_stat": 0.34,
      "p_value": 0.7371
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  },
  "q9_prediction": {
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      "ic": 0.1233,
      "p": 0.0037,
      "n": 553,
      "label": "dist_nearest vs range (IS)"
    },
    "IS_ic_abs_ret": {
      "ic": 0.0381,
      "p": 0.3707,
      "n": 553,
      "label": "dist_nearest vs |ret| (IS)"
    },
    "IS_ic_direction": {
      "ic": -0.0108,
      "p": 0.7991,
      "n": 553,
      "label": "dist_nearest vs direction (IS)"
    },
    "OOS_ic_range": {
      "ic": 0.0938,
      "p": 0.1492,
      "n": 238,
      "label": "dist_nearest vs range (OOS)"
    },
    "OOS_ic_abs_ret": {
      "ic": 0.0464,
      "p": 0.4762,
      "n": 238,
      "label": "dist_nearest vs |ret| (OOS)"
    },
    "OOS_ic_direction": {
      "ic": 0.0989,
      "p": 0.1281,
      "n": 238,
      "label": "dist_nearest vs direction (OOS)"
    },
    "signed_gamma_wall_is": {
      "ic": -0.0491,
      "p": 0.2486,
      "n": 553,
      "label": "gamma_wall IS"
    },
    "signed_gamma_wall_oos": {
      "ic": -0.1096,
      "p": 0.0917,
      "n": 238,
      "label": "gamma_wall OOS"
    },
    "signed_max_neg_strike_is": {
      "ic": -0.0532,
      "p": 0.2119,
      "n": 553,
      "label": "max_neg_strike IS"
    },
    "signed_max_neg_strike_oos": {
      "ic": -0.0763,
      "p": 0.2407,
      "n": 238,
      "label": "max_neg_strike OOS"
    }
  },
  "q10_combo_signal": {
    "combo1_IS": {
      "ic": -0.0074,
      "p": 0.8668,
      "n": 512,
      "label": ""
    },
    "combo1_OOS": {
      "ic": 0.0372,
      "p": 0.5827,
      "n": 220,
      "label": ""
    },
    "combo2_IS": {
      "ic": 0.0128,
      "p": 0.7728,
      "n": 512,
      "label": ""
    },
    "combo2_OOS": {
      "ic": 0.0191,
      "p": 0.7784,
      "n": 220,
      "label": ""
    },
    "dist_gw_pct_IS": {
      "ic": -0.0125,
      "p": 0.7774,
      "n": 512,
      "label": ""
    },
    "dist_gw_pct_OOS": {
      "ic": -0.1834,
      "p": 0.0064,
      "n": 220,
      "label": ""
    },
    "quintile_0": {
      "wr": 0.5646,
      "avg_bps": 12.89,
      "n": 147
    },
    "quintile_1": {
      "wr": 0.5479,
      "avg_bps": 8.96,
      "n": 146
    },
    "quintile_2": {
      "wr": 0.5274,
      "avg_bps": -0.18,
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    },
    "quintile_3": {
      "wr": 0.5616,
      "avg_bps": 7.07,
      "n": 146
    },
    "quintile_4": {
      "wr": 0.5714,
      "avg_bps": 10.26,
      "n": 147
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  }
}