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    "threshold": 45,
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     "box": 1,
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     "ribbon": 1,
     "supertrend": 2,
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   },
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   "reason": "Legacy neighbor summaries exist, daily return vectors do not.",
   "version": 1
  },
  {
   "id": "v1:fb01a045c2be:neighbor:0",
   "params": {
    "atr_max": 100,
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    "cooldown": 3,
    "memory": 1,
    "mtf": "none",
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    "weights": {
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   },
   "parent": "fb01a045c2be",
   "reason": "Legacy neighbor summaries exist, daily return vectors do not.",
   "version": 1
  },
  {
   "id": "v1:fb01a045c2be:neighbor:1",
   "params": {
    "atr_max": 100,
    "atr_min": 60,
    "cooldown": 3,
    "memory": 1,
    "mtf": "none",
    "period": 60,
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    "weights": {
     "bb": 1,
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     "sigma_div": 3
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   },
   "parent": "fb01a045c2be",
   "reason": "Legacy neighbor summaries exist, daily return vectors do not.",
   "version": 1
  },
  {
   "id": "v1:fc4b0ded2c91:neighbor:0",
   "params": {
    "atr_max": 100,
    "atr_min": 60,
    "cooldown": 3,
    "memory": 1,
    "mtf": "align",
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    "regime": "range",
    "sigma": 1.75,
    "threshold": 35,
    "weights": {
     "bb": 1,
     "rsi": 1,
     "sigma_div": 3
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   },
   "parent": "fc4b0ded2c91",
   "reason": "Legacy neighbor summaries exist, daily return vectors do not.",
   "version": 1
  },
  {
   "id": "v1:fc4b0ded2c91:neighbor:1",
   "params": {
    "atr_max": 100,
    "atr_min": 60,
    "cooldown": 3,
    "memory": 1,
    "mtf": "align",
    "period": 40,
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    "weights": {
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     "rsi": 1,
     "sigma_div": 3
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   },
   "parent": "fc4b0ded2c91",
   "reason": "Legacy neighbor summaries exist, daily return vectors do not.",
   "version": 1
  },
  {
   "id": "v1:fc57e5338062:neighbor:0",
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    "L": 14,
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    "period": 48,
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   "parent": "fc57e5338062",
   "reason": "Legacy neighbor summaries exist, daily return vectors do not.",
   "version": 1
  },
  {
   "id": "v1:fc57e5338062:neighbor:1",
   "params": {
    "L": 14,
    "mults": [
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     2.5,
     3.5
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    "period": 72,
    "strong_only": true
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   "reason": "Legacy neighbor summaries exist, daily return vectors do not.",
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 },
 "schema_version": 3,
 "seal_sha256": "ae3bcda55c15ff5ef1b229eb45398a18443387db3f8e76cc817660cf526a4ac0",
 "strongest_development": {
  "config": {
   "execution": "maker_both",
   "family": "logistic",
   "hold_min": 2880,
   "leverage": 50,
   "offset_atr": 0.05,
   "sizing": "fixed",
   "stop_atr": 3.0,
   "target_atr": 5.0,
   "tf": 60,
   "tick": 0.01,
   "trailing": true
  },
  "deflated_sharpe": {
   "daily_sharpe": 0.21086383883822818,
   "days": 100,
   "effective_days": 70.33939691253948,
   "method": "Approximate deflated Sharpe, null sampling variance 1/effective_days, lag1..5 positive autocorrelation inflation; dependent/adaptive trials remain a limitation.",
   "null_expected_max_daily_sharpe": 0.4446002873556758,
   "probability": 0.02021636941431104,
   "trials": 5880
  },
  "id": "8c6176fab4c83b51",
  "metrics": {
   "compounded_equity_pct": 17.67880830978377,
   "daily_sharpe": 0.1386439357449195,
   "fees_bps": 5.279790177004064,
   "funding_bps": 0.11221346153846154,
   "funding_fallback_trades": 8,
   "gross_bps": 39.099195724724915,
   "liquidation_adjustment_bps": 0.5380865384615561,
   "liquidations": 14,
   "maker_markout_1m_bps": 2.243235412803118,
   "max_drawdown_pct": 6.752649274254474,
   "n": 104,
   "net_bps": 32.40952454234489,
   "net_equity_pct_per_day": 0.12963809816937955,
   "slip_bps": 0.7595810053759418,
   "win_rate": 0.4326923076923077
  }
 },
 "strongest_development_id": "8c6176fab4c83b51",
 "verdict": "No validated edge; positive in-sample candidates, negative nested next-fold policy. Final checks remain sealed for a later one-time pass."
}