{
  "config": {
    "topNs": [
      2,
      3,
      4,
      5
    ],
    "universe": [
      "XLK",
      "XLF",
      "XLV",
      "XLY",
      "XLI",
      "XLP",
      "XLE",
      "XLB",
      "XLU",
      "XLRE",
      "XLC",
      "SMH",
      "SHG"
    ],
    "lookbacks": [
      14,
      21,
      30,
      45,
      63
    ],
    "forwardDays": [
      1,
      5,
      10
    ],
    "maxHoldings": 5,
    "minHoldings": 2,
    "fallbackTicker": "VOO",
    "riskOffEnabled": true,
    "adaptationSpeed": "balanced",
    "benchmarkTicker": "VOO"
  },
  "ticker": "SHG",
  "fitScope": "universe_conditioned",
  "algorithm": "aptet",
  "bestCombo": {
    "topN": 4,
    "ticker": "SHG",
    "hitRates": {
      "1": 1,
      "5": 0,
      "10": 0
    },
    "hitRate1D": 1,
    "comboQuality": 0.527131261131717,
    "eligibleDays": 352,
    "fitnessScore": 0.37389898446819153,
    "lookbackDays": 14,
    "returnLift1D": 0.0033100727620496984,
    "hitRateLift1D": 0.3571428571428571,
    "activationRate": 0.002840909090909091,
    "activationCount": 1,
    "baselineHitRates": {
      "1": 0.6428571428571429,
      "5": 0.5,
      "10": 0.6
    },
    "sampleConfidence": 0.4396504054291551,
    "shadowSharpeLike": 0.7920248478407144,
    "avgForwardReturns": {
      "1": 0.008568902370698073,
      "5": 0,
      "10": 0
    },
    "shadowMaxDrawdown": -0.0004999999999999449,
    "shadowTotalReturn": 0.00756486791951283,
    "avgForwardReturn1D": 0.008568902370698073,
    "riskOffActivations": 0,
    "activationDatesSample": [
      "2026-04-27"
    ],
    "horizonObservationCounts": {
      "1": 1,
      "5": 0,
      "10": 0
    },
    "baselineAvgForwardReturns": {
      "1": 0.005258829608648374,
      "5": 0.0070215162649711945,
      "10": 0.013613319782749333
    }
  },
  "dateRange": {
    "end": "2026-07-25",
    "start": "2025-01-01"
  },
  "scoreMode": "blended",
  "calibration": {
    "bestComboQuality": 0.527131261131717,
    "comboQualityScale": 0.22,
    "comboQualityCenter": 0.35,
    "medianComboQuality": 0.08155078787494667,
    "bestRawFitnessScore": 0.37389898446819153,
    "upperQuartileComboQuality": 0.08155078787494667
  },
  "algorithmFit": {
    "label": "poor",
    "score": 0.12011437759371502,
    "rawScore": 0.20193559360484248,
    "confidence": 0.18963056932658204,
    "bestProfile": {
      "topN": 4,
      "lookbackDays": 14
    },
    "profileBreadth": 0,
    "recommendedRegion": {
      "topNs": [
        4
      ],
      "lookbackDays": [
        14
      ]
    },
    "parameterStability": 0.349289461581848,
    "confidenceAdjustment": "conservative_penalty"
  },
  "rankedCombos": [
    {
      "topN": 4,
      "ticker": "SHG",
      "hitRates": {
        "1": 1,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 1,
      "comboQuality": 0.527131261131717,
      "eligibleDays": 352,
      "fitnessScore": 0.37389898446819153,
      "lookbackDays": 14,
      "returnLift1D": 0.0033100727620496984,
      "hitRateLift1D": 0.3571428571428571,
      "activationRate": 0.002840909090909091,
      "activationCount": 1,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.4396504054291551,
      "shadowSharpeLike": 0.7920248478407144,
      "avgForwardReturns": {
        "1": 0.008568902370698073,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": -0.0004999999999999449,
      "shadowTotalReturn": 0.00756486791951283,
      "avgForwardReturn1D": 0.008568902370698073,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-04-27"
      ],
      "horizonObservationCounts": {
        "1": 1,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 5,
      "ticker": "SHG",
      "hitRates": {
        "1": 1,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 1,
      "comboQuality": 0.527131261131717,
      "eligibleDays": 352,
      "fitnessScore": 0.37389898446819153,
      "lookbackDays": 14,
      "returnLift1D": 0.0033100727620496984,
      "hitRateLift1D": 0.3571428571428571,
      "activationRate": 0.002840909090909091,
      "activationCount": 1,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.4396504054291551,
      "shadowSharpeLike": 0.7920248478407144,
      "avgForwardReturns": {
        "1": 0.008568902370698073,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": -0.0004999999999999449,
      "shadowTotalReturn": 0.00756486791951283,
      "avgForwardReturn1D": 0.008568902370698073,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-04-27"
      ],
      "horizonObservationCounts": {
        "1": 1,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 2,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 352,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 14,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 3,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 352,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 14,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 2,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 339,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 21,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 3,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 339,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 21,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 4,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 339,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 21,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 5,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 339,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 21,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 2,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 330,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 30,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 3,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 330,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 30,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 4,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 330,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 30,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 5,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 330,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 30,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 2,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 315,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 45,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 3,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 315,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 45,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 4,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 315,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 45,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 5,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 315,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 45,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 2,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 297,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 63,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 3,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 297,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 63,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 4,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 297,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 63,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    },
    {
      "topN": 5,
      "ticker": "SHG",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08155078787494667,
      "eligibleDays": 297,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 63,
      "returnLift1D": -0.005258829608648374,
      "hitRateLift1D": -0.6428571428571429,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.6428571428571429,
        "5": 0.5,
        "10": 0.6
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.005258829608648374,
        "5": 0.0070215162649711945,
        "10": 0.013613319782749333
      }
    }
  ],
  "interpretation": {
    "scoreMeaning": "The effective fit score after applying the conservative confidence penalty. Lower confidence reduces the effective fit score but does not, by itself, imply evidence of poor fit.",
    "fitScopeMeaning": "Aptet fit is currently universe-conditioned: activation history and fit depend on the other members in the tested cross-sectional universe.",
    "rawScoreMeaning": "The unadjusted Aptet-family fit estimate before applying the conservative confidence penalty.",
    "activationMeaning": "Activation count measures how often the Aptet ranking would have selected the stock while risk-on.",
    "confidenceMeaning": "Reflects the amount and breadth of historical evidence supporting the family-fit score.",
    "algorithmFitMeaning": "Measures how consistently this stock works across the Aptet strategy family within this tested universe, not only under its single best parameter combination.",
    "comboQualityMeaning": "Fixed-scale normalized profile quality derived from fitnessScore using sigmoid((fitnessScore - 0.35) / 0.22).",
    "fitnessScoreMeaning": "Per-profile raw score used for diagnostics and ranking. Higher is better, but it is not the stock's overall Aptet-family fit.",
    "forwardReturnMeaning": "Forward returns are measured from the close before activation through each requested horizon.",
    "profileBreadthMeaning": "Measures how much of the tested Aptet parameter grid clears a robust quality threshold after weighting for sample confidence.",
    "parameterStabilityMeaning": "Measures whether nearby Aptet parameter combinations retain a large share of the best profile's normalized quality.",
    "confidenceAdjustmentMeaning": "The current conservative_penalty adjustment retains the existing formula: rawScore * confidence + rawScore * (1 - confidence) * 0.50."
  },
  "lookbackSummary": [
    {
      "bestTopN": 4,
      "comboQuality": 0.527131261131717,
      "fitnessScore": 0.37389898446819153,
      "lookbackDays": 14,
      "returnLift1D": 0.0033100727620496984,
      "activationRate": 0.002840909090909091,
      "activationCount": 1,
      "sampleConfidence": 0.4396504054291551,
      "shadowTotalReturn": 0.00756486791951283,
      "avgForwardReturn1D": 0.008568902370698073
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.08155078787494667,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 21,
      "returnLift1D": -0.005258829608648374,
      "activationRate": 0,
      "activationCount": 0,
      "sampleConfidence": 0.25,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.08155078787494667,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 30,
      "returnLift1D": -0.005258829608648374,
      "activationRate": 0,
      "activationCount": 0,
      "sampleConfidence": 0.25,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.08155078787494667,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 45,
      "returnLift1D": -0.005258829608648374,
      "activationRate": 0,
      "activationCount": 0,
      "sampleConfidence": 0.25,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.08155078787494667,
      "fitnessScore": -0.18272133606783728,
      "lookbackDays": 63,
      "returnLift1D": -0.005258829608648374,
      "activationRate": 0,
      "activationCount": 0,
      "sampleConfidence": 0.25,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0
    }
  ],
  "strategyOptions": {
    "shadow": "Scores the stock like a standalone trade-only-when-active strategy.",
    "blended": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance.",
    "coverage": "Rewards stocks that activate often without giving up too much quality.",
    "precision": "Prioritizes hit rate and average return after activation."
  },
  "universeIdentity": {
    "hash": "79b80671ec96226c6e6303eb9712ae01bc7b7a2710f8724066127b1b3f5a15f9",
    "size": 13,
    "members": [
      "SHG",
      "SMH",
      "XLB",
      "XLC",
      "XLE",
      "XLF",
      "XLI",
      "XLK",
      "XLP",
      "XLRE",
      "XLU",
      "XLV",
      "XLY"
    ],
    "version": 1
  },
  "scoreModeDescription": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance."
}

{
  "config": {
    "weights": [
      0.4,
      0.3,
      0.2,
      0.1
    ],
    "universe": [
      "XLK",
      "XLF",
      "XLV",
      "XLY",
      "XLI",
      "XLP",
      "XLE",
      "XLB",
      "XLU",
      "XLRE",
      "XLC",
      "SMH",
      "SHG"
    ],
    "lookbacks": [
      14,
      21,
      30,
      45,
      63
    ],
    "forwardDays": [
      1,
      5,
      10
    ],
    "portfolioSizes": [
      2,
      3,
      4,
      5
    ],
    "safetyNetEquity": "VOO"
  },
  "ticker": "SHG",
  "fitScope": "universe_conditioned",
  "algorithm": "force",
  "bestCombo": {
    "topN": 4,
    "ticker": "SHG",
    "hitRates": {
      "1": 0.5327868852459017,
      "5": 0.6198347107438017,
      "10": 0.6390041493775933
    },
    "hitRate1D": 0.5327868852459017,
    "rankWeights": [
      0.4000000000000001,
      0.30000000000000004,
      0.20000000000000004,
      0.10000000000000002
    ],
    "comboQuality": 0.9441694191834072,
    "eligibleDays": 326,
    "fitnessScore": 0.9721564485272927,
    "lookbackDays": 63,
    "returnLift1D": -0.0008244568172039392,
    "hitRateLift1D": 0.0021120386201347596,
    "portfolioSize": 4,
    "activationRate": 0.7484662576687117,
    "activationCount": 244,
    "baselineHitRates": {
      "1": 0.5306748466257669,
      "5": 0.6304347826086957,
      "10": 0.6782334384858044
    },
    "sampleConfidence": 0.9986338797814208,
    "shadowSharpeLike": 1.3135125454930763,
    "avgForwardReturns": {
      "1": 0.0019319473673292174,
      "5": 0.01084565343418278,
      "10": 0.021344150961894924
    },
    "shadowMaxDrawdown": -0.19300290248203988,
    "shadowTotalReturn": 0.5097494244094649,
    "avgForwardReturn1D": 0.0019319473673292174,
    "riskOffActivations": 0,
    "activationDatesSample": [
      "2025-04-17",
      "2025-04-21",
      "2025-04-22",
      "2025-04-23",
      "2025-04-24",
      "2025-04-25",
      "2025-04-28",
      "2025-04-29",
      "2025-04-30",
      "2025-05-01"
    ],
    "horizonObservationCounts": {
      "1": 244,
      "5": 242,
      "10": 241
    },
    "baselineAvgForwardReturns": {
      "1": 0.0027564041845331566,
      "5": 0.014300414190683302,
      "10": 0.028643888507543607
    }
  },
  "dateRange": {
    "end": "2026-07-25",
    "start": "2025-01-01"
  },
  "scoreMode": "blended",
  "calibration": {
    "bestComboQuality": 0.9441694191834072,
    "comboQualityScale": 0.22,
    "comboQualityCenter": 0.35,
    "medianComboQuality": 0.7989752422544478,
    "bestRawFitnessScore": 0.9721564485272927,
    "upperQuartileComboQuality": 0.9094314571881588
  },
  "algorithmFit": {
    "label": "strong",
    "score": 0.8237829285884091,
    "rawScore": 0.84374150503773,
    "confidence": 0.9526903054308594,
    "bestProfile": {
      "lookbackDays": 63,
      "portfolioSize": 4
    },
    "profileBreadth": 0.650271013990246,
    "recommendedRegion": {
      "lookbackDays": [
        21,
        30,
        63
      ],
      "portfolioSizes": [
        2,
        3,
        4,
        5
      ]
    },
    "parameterStability": 0.7758406548070004,
    "confidenceAdjustment": "conservative_penalty"
  },
  "rankedCombos": [
    {
      "topN": 4,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5327868852459017,
        "5": 0.6198347107438017,
        "10": 0.6390041493775933
      },
      "hitRate1D": 0.5327868852459017,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.9441694191834072,
      "eligibleDays": 326,
      "fitnessScore": 0.9721564485272927,
      "lookbackDays": 63,
      "returnLift1D": -0.0008244568172039392,
      "hitRateLift1D": 0.0021120386201347596,
      "portfolioSize": 4,
      "activationRate": 0.7484662576687117,
      "activationCount": 244,
      "baselineHitRates": {
        "1": 0.5306748466257669,
        "5": 0.6304347826086957,
        "10": 0.6782334384858044
      },
      "sampleConfidence": 0.9986338797814208,
      "shadowSharpeLike": 1.3135125454930763,
      "avgForwardReturns": {
        "1": 0.0019319473673292174,
        "5": 0.01084565343418278,
        "10": 0.021344150961894924
      },
      "shadowMaxDrawdown": -0.19300290248203988,
      "shadowTotalReturn": 0.5097494244094649,
      "avgForwardReturn1D": 0.0019319473673292174,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-17",
        "2025-04-21",
        "2025-04-22",
        "2025-04-23",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01"
      ],
      "horizonObservationCounts": {
        "1": 244,
        "5": 242,
        "10": 241
      },
      "baselineAvgForwardReturns": {
        "1": 0.0027564041845331566,
        "5": 0.014300414190683302,
        "10": 0.028643888507543607
      }
    },
    {
      "topN": 5,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5327868852459017,
        "5": 0.6198347107438017,
        "10": 0.6390041493775933
      },
      "hitRate1D": 0.5327868852459017,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.9441694191834072,
      "eligibleDays": 326,
      "fitnessScore": 0.9721564485272927,
      "lookbackDays": 63,
      "returnLift1D": -0.0008244568172039392,
      "hitRateLift1D": 0.0021120386201347596,
      "portfolioSize": 5,
      "activationRate": 0.7484662576687117,
      "activationCount": 244,
      "baselineHitRates": {
        "1": 0.5306748466257669,
        "5": 0.6304347826086957,
        "10": 0.6782334384858044
      },
      "sampleConfidence": 0.9986338797814208,
      "shadowSharpeLike": 1.3135125454930763,
      "avgForwardReturns": {
        "1": 0.0019319473673292174,
        "5": 0.01084565343418278,
        "10": 0.021344150961894924
      },
      "shadowMaxDrawdown": -0.19300290248203988,
      "shadowTotalReturn": 0.5097494244094649,
      "avgForwardReturn1D": 0.0019319473673292174,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-17",
        "2025-04-21",
        "2025-04-22",
        "2025-04-23",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01"
      ],
      "horizonObservationCounts": {
        "1": 244,
        "5": 242,
        "10": 241
      },
      "baselineAvgForwardReturns": {
        "1": 0.0027564041845331566,
        "5": 0.014300414190683302,
        "10": 0.028643888507543607
      }
    },
    {
      "topN": 4,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.546875,
        "5": 0.6117021276595744,
        "10": 0.6120218579234973
      },
      "hitRate1D": 0.546875,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.9176340636695096,
      "eligibleDays": 359,
      "fitnessScore": 0.8803378806656137,
      "lookbackDays": 30,
      "returnLift1D": 0.000008088736398403039,
      "hitRateLift1D": 0.0231981197771588,
      "portfolioSize": 4,
      "activationRate": 0.5348189415041783,
      "activationCount": 192,
      "baselineHitRates": {
        "1": 0.5236768802228412,
        "5": 0.6028169014084507,
        "10": 0.6571428571428571
      },
      "sampleConfidence": 0.9954861111111112,
      "shadowSharpeLike": 1.3507852359451613,
      "avgForwardReturns": {
        "1": 0.0023934932522787947,
        "5": 0.011215720313064287,
        "10": 0.020724540599317633
      },
      "shadowMaxDrawdown": -0.20446398007265087,
      "shadowTotalReturn": 0.5050408653443852,
      "avgForwardReturn1D": 0.0023934932522787947,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-26",
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17",
        "2025-04-21",
        "2025-04-22",
        "2025-04-23",
        "2025-04-24",
        "2025-04-25"
      ],
      "horizonObservationCounts": {
        "1": 192,
        "5": 188,
        "10": 183
      },
      "baselineAvgForwardReturns": {
        "1": 0.0023854045158803916,
        "5": 0.011764681304540702,
        "10": 0.02460142154838719
      }
    },
    {
      "topN": 5,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.546875,
        "5": 0.6117021276595744,
        "10": 0.6120218579234973
      },
      "hitRate1D": 0.546875,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.9176340636695096,
      "eligibleDays": 359,
      "fitnessScore": 0.8803378806656137,
      "lookbackDays": 30,
      "returnLift1D": 0.000008088736398403039,
      "hitRateLift1D": 0.0231981197771588,
      "portfolioSize": 5,
      "activationRate": 0.5348189415041783,
      "activationCount": 192,
      "baselineHitRates": {
        "1": 0.5236768802228412,
        "5": 0.6028169014084507,
        "10": 0.6571428571428571
      },
      "sampleConfidence": 0.9954861111111112,
      "shadowSharpeLike": 1.3507852359451613,
      "avgForwardReturns": {
        "1": 0.0023934932522787947,
        "5": 0.011215720313064287,
        "10": 0.020724540599317633
      },
      "shadowMaxDrawdown": -0.20446398007265087,
      "shadowTotalReturn": 0.5050408653443852,
      "avgForwardReturn1D": 0.0023934932522787947,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-26",
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17",
        "2025-04-21",
        "2025-04-22",
        "2025-04-23",
        "2025-04-24",
        "2025-04-25"
      ],
      "horizonObservationCounts": {
        "1": 192,
        "5": 188,
        "10": 183
      },
      "baselineAvgForwardReturns": {
        "1": 0.0023854045158803916,
        "5": 0.011764681304540702,
        "10": 0.02460142154838719
      }
    },
    {
      "topN": 3,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5454545454545454,
        "5": 0.6046511627906976,
        "10": 0.6047904191616766
      },
      "hitRate1D": 0.5454545454545454,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.9145602376909803,
      "eligibleDays": 359,
      "fitnessScore": 0.8715389832298054,
      "lookbackDays": 30,
      "returnLift1D": 0.00025286647483438755,
      "hitRateLift1D": 0.021777665231704213,
      "portfolioSize": 3,
      "activationRate": 0.49025069637883006,
      "activationCount": 176,
      "baselineHitRates": {
        "1": 0.5236768802228412,
        "5": 0.6028169014084507,
        "10": 0.6571428571428571
      },
      "sampleConfidence": 0.9950757575757576,
      "shadowSharpeLike": 1.408207626131181,
      "avgForwardReturns": {
        "1": 0.002638270990714779,
        "5": 0.011736954245662783,
        "10": 0.021650305662294044
      },
      "shadowMaxDrawdown": -0.20569542382920936,
      "shadowTotalReturn": 0.5145013534068927,
      "avgForwardReturn1D": 0.002638270990714779,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-26",
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17",
        "2025-04-21",
        "2025-04-22",
        "2025-04-23",
        "2025-04-24",
        "2025-04-25"
      ],
      "horizonObservationCounts": {
        "1": 176,
        "5": 172,
        "10": 167
      },
      "baselineAvgForwardReturns": {
        "1": 0.0023854045158803916,
        "5": 0.011764681304540702,
        "10": 0.02460142154838719
      }
    },
    {
      "topN": 3,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5275229357798165,
        "5": 0.6192660550458715,
        "10": 0.6284403669724771
      },
      "hitRate1D": 0.5275229357798165,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.9077218636872183,
      "eligibleDays": 326,
      "fitnessScore": 0.8529487709517618,
      "lookbackDays": 63,
      "returnLift1D": -0.0007922827119991381,
      "hitRateLift1D": -0.0031519108459504563,
      "portfolioSize": 3,
      "activationRate": 0.6687116564417178,
      "activationCount": 218,
      "baselineHitRates": {
        "1": 0.5306748466257669,
        "5": 0.6304347826086957,
        "10": 0.6782334384858044
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 1.2415688075624245,
      "avgForwardReturns": {
        "1": 0.0019641214725340185,
        "5": 0.010760934687340861,
        "10": 0.019003333902027627
      },
      "shadowMaxDrawdown": -0.19125709934455803,
      "shadowTotalReturn": 0.4440650130916244,
      "avgForwardReturn1D": 0.0019641214725340185,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-22",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06"
      ],
      "horizonObservationCounts": {
        "1": 218,
        "5": 218,
        "10": 218
      },
      "baselineAvgForwardReturns": {
        "1": 0.0027564041845331566,
        "5": 0.014300414190683302,
        "10": 0.028643888507543607
      }
    },
    {
      "topN": 2,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5511811023622047,
        "5": 0.616,
        "10": 0.6639344262295082
      },
      "hitRate1D": 0.5511811023622047,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.9066176244575699,
      "eligibleDays": 368,
      "fitnessScore": 0.8500639929444297,
      "lookbackDays": 21,
      "returnLift1D": 0.0012953994463420107,
      "hitRateLift1D": 0.03215936323176993,
      "portfolioSize": 2,
      "activationRate": 0.3451086956521739,
      "activationCount": 127,
      "baselineHitRates": {
        "1": 0.5190217391304348,
        "5": 0.5934065934065934,
        "10": 0.6406685236768802
      },
      "sampleConfidence": 0.9963254593175854,
      "shadowSharpeLike": 1.4562847447793474,
      "avgForwardReturns": {
        "1": 0.0035750886691845616,
        "5": 0.009128044231954496,
        "10": 0.017802872963382465
      },
      "shadowMaxDrawdown": -0.11129232609193296,
      "shadowTotalReturn": 0.5008099346773118,
      "avgForwardReturn1D": 0.0035750886691845616,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-05",
        "2025-03-25",
        "2025-03-26",
        "2025-03-31",
        "2025-04-01",
        "2025-04-02",
        "2025-04-03",
        "2025-04-10",
        "2025-04-14",
        "2025-04-15"
      ],
      "horizonObservationCounts": {
        "1": 127,
        "5": 125,
        "10": 122
      },
      "baselineAvgForwardReturns": {
        "1": 0.002279689222842551,
        "5": 0.011241192147116821,
        "10": 0.023406097406592666
      }
    },
    {
      "topN": 4,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5538461538461539,
        "5": 0.6197916666666666,
        "10": 0.6436170212765957
      },
      "hitRate1D": 0.5538461538461539,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.8993596342217061,
      "eligibleDays": 368,
      "fitnessScore": 0.8318285043168555,
      "lookbackDays": 21,
      "returnLift1D": -0.00009076160704044652,
      "hitRateLift1D": 0.034824414715719065,
      "portfolioSize": 4,
      "activationRate": 0.529891304347826,
      "activationCount": 195,
      "baselineHitRates": {
        "1": 0.5190217391304348,
        "5": 0.5934065934065934,
        "10": 0.6406685236768802
      },
      "sampleConfidence": 0.9965811965811966,
      "shadowSharpeLike": 1.1676623390507728,
      "avgForwardReturns": {
        "1": 0.0021889276158021044,
        "5": 0.01055726586021695,
        "10": 0.022844267707777272
      },
      "shadowMaxDrawdown": -0.15170715425397252,
      "shadowTotalReturn": 0.44185128945135266,
      "avgForwardReturn1D": 0.0021889276158021044,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-05",
        "2025-02-06",
        "2025-03-25",
        "2025-03-26",
        "2025-03-27",
        "2025-03-28",
        "2025-03-31",
        "2025-04-01",
        "2025-04-02",
        "2025-04-03"
      ],
      "horizonObservationCounts": {
        "1": 195,
        "5": 192,
        "10": 188
      },
      "baselineAvgForwardReturns": {
        "1": 0.002279689222842551,
        "5": 0.011241192147116821,
        "10": 0.023406097406592666
      }
    },
    {
      "topN": 5,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5538461538461539,
        "5": 0.6197916666666666,
        "10": 0.6436170212765957
      },
      "hitRate1D": 0.5538461538461539,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.8993596342217061,
      "eligibleDays": 368,
      "fitnessScore": 0.8318285043168555,
      "lookbackDays": 21,
      "returnLift1D": -0.00009076160704044652,
      "hitRateLift1D": 0.034824414715719065,
      "portfolioSize": 5,
      "activationRate": 0.529891304347826,
      "activationCount": 195,
      "baselineHitRates": {
        "1": 0.5190217391304348,
        "5": 0.5934065934065934,
        "10": 0.6406685236768802
      },
      "sampleConfidence": 0.9965811965811966,
      "shadowSharpeLike": 1.1676623390507728,
      "avgForwardReturns": {
        "1": 0.0021889276158021044,
        "5": 0.01055726586021695,
        "10": 0.022844267707777272
      },
      "shadowMaxDrawdown": -0.15170715425397252,
      "shadowTotalReturn": 0.44185128945135266,
      "avgForwardReturn1D": 0.0021889276158021044,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-05",
        "2025-02-06",
        "2025-03-25",
        "2025-03-26",
        "2025-03-27",
        "2025-03-28",
        "2025-03-31",
        "2025-04-01",
        "2025-04-02",
        "2025-04-03"
      ],
      "horizonObservationCounts": {
        "1": 195,
        "5": 192,
        "10": 188
      },
      "baselineAvgForwardReturns": {
        "1": 0.002279689222842551,
        "5": 0.011241192147116821,
        "10": 0.023406097406592666
      }
    },
    {
      "topN": 3,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5460122699386503,
        "5": 0.6125,
        "10": 0.6369426751592356
      },
      "hitRate1D": 0.5460122699386503,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.8770067595487079,
      "eligibleDays": 368,
      "fitnessScore": 0.7821647663832239,
      "lookbackDays": 21,
      "returnLift1D": 0.0002464433443740638,
      "hitRateLift1D": 0.02699053080821545,
      "portfolioSize": 3,
      "activationRate": 0.4429347826086957,
      "activationCount": 163,
      "baselineHitRates": {
        "1": 0.5190217391304348,
        "5": 0.5934065934065934,
        "10": 0.6406685236768802
      },
      "sampleConfidence": 0.996319018404908,
      "shadowSharpeLike": 1.2122701142242567,
      "avgForwardReturns": {
        "1": 0.0025261325672166148,
        "5": 0.009476262291105885,
        "10": 0.019495378341457276
      },
      "shadowMaxDrawdown": -0.11084774996691649,
      "shadowTotalReturn": 0.42392086631922576,
      "avgForwardReturn1D": 0.0025261325672166148,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-05",
        "2025-03-25",
        "2025-03-26",
        "2025-03-28",
        "2025-03-31",
        "2025-04-01",
        "2025-04-02",
        "2025-04-03",
        "2025-04-10",
        "2025-04-14"
      ],
      "horizonObservationCounts": {
        "1": 163,
        "5": 160,
        "10": 157
      },
      "baselineAvgForwardReturns": {
        "1": 0.002279689222842551,
        "5": 0.011241192147116821,
        "10": 0.023406097406592666
      }
    },
    {
      "topN": 2,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5194805194805194,
        "5": 0.577922077922078,
        "10": 0.6233766233766234
      },
      "hitRate1D": 0.5194805194805194,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.7209437249601878,
      "eligibleDays": 326,
      "fitnessScore": 0.5588124761210778,
      "lookbackDays": 63,
      "returnLift1D": -0.0008010873082303009,
      "hitRateLift1D": -0.011194327145247485,
      "portfolioSize": 2,
      "activationRate": 0.4723926380368098,
      "activationCount": 154,
      "baselineHitRates": {
        "1": 0.5306748466257669,
        "5": 0.6304347826086957,
        "10": 0.6782334384858044
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 1.0290089176330692,
      "avgForwardReturns": {
        "1": 0.0019553168763028557,
        "5": 0.00859994937719996,
        "10": 0.020632339234265967
      },
      "shadowMaxDrawdown": -0.2037694371698251,
      "shadowTotalReturn": 0.28841157668488626,
      "avgForwardReturn1D": 0.0019553168763028557,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-22",
        "2025-04-25",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08",
        "2025-05-09",
        "2025-05-12"
      ],
      "horizonObservationCounts": {
        "1": 154,
        "5": 154,
        "10": 154
      },
      "baselineAvgForwardReturns": {
        "1": 0.0027564041845331566,
        "5": 0.014300414190683302,
        "10": 0.028643888507543607
      }
    },
    {
      "topN": 4,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.520618556701031,
        "5": 0.5842105263157895,
        "10": 0.6270270270270271
      },
      "hitRate1D": 0.520618556701031,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.671699568399211,
      "eligibleDays": 375,
      "fitnessScore": 0.5074940467237194,
      "lookbackDays": 14,
      "returnLift1D": -0.0007524678211821628,
      "hitRateLift1D": 0.003285223367697654,
      "portfolioSize": 4,
      "activationRate": 0.5173333333333333,
      "activationCount": 194,
      "baselineHitRates": {
        "1": 0.5173333333333333,
        "5": 0.5849056603773585,
        "10": 0.6284153005464481
      },
      "sampleConfidence": 0.99553264604811,
      "shadowSharpeLike": 0.7019987103672266,
      "avgForwardReturns": {
        "1": 0.001419656724146841,
        "5": 0.00882841520360997,
        "10": 0.02037930998542145
      },
      "shadowMaxDrawdown": -0.17399852464297538,
      "shadowTotalReturn": 0.22685577756374609,
      "avgForwardReturn1D": 0.001419656724146841,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-24",
        "2025-01-27",
        "2025-01-29",
        "2025-01-30",
        "2025-03-17",
        "2025-03-20",
        "2025-03-21",
        "2025-03-24",
        "2025-03-25",
        "2025-03-26"
      ],
      "horizonObservationCounts": {
        "1": 194,
        "5": 190,
        "10": 185
      },
      "baselineAvgForwardReturns": {
        "1": 0.002172124545329004,
        "5": 0.010788021711493186,
        "10": 0.02231487563944849
      }
    },
    {
      "topN": 5,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.520618556701031,
        "5": 0.5842105263157895,
        "10": 0.6270270270270271
      },
      "hitRate1D": 0.520618556701031,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.671699568399211,
      "eligibleDays": 375,
      "fitnessScore": 0.5074940467237194,
      "lookbackDays": 14,
      "returnLift1D": -0.0007524678211821628,
      "hitRateLift1D": 0.003285223367697654,
      "portfolioSize": 5,
      "activationRate": 0.5173333333333333,
      "activationCount": 194,
      "baselineHitRates": {
        "1": 0.5173333333333333,
        "5": 0.5849056603773585,
        "10": 0.6284153005464481
      },
      "sampleConfidence": 0.99553264604811,
      "shadowSharpeLike": 0.7019987103672266,
      "avgForwardReturns": {
        "1": 0.001419656724146841,
        "5": 0.00882841520360997,
        "10": 0.02037930998542145
      },
      "shadowMaxDrawdown": -0.17399852464297538,
      "shadowTotalReturn": 0.22685577756374609,
      "avgForwardReturn1D": 0.001419656724146841,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-24",
        "2025-01-27",
        "2025-01-29",
        "2025-01-30",
        "2025-03-17",
        "2025-03-20",
        "2025-03-21",
        "2025-03-24",
        "2025-03-25",
        "2025-03-26"
      ],
      "horizonObservationCounts": {
        "1": 194,
        "5": 190,
        "10": 185
      },
      "baselineAvgForwardReturns": {
        "1": 0.002172124545329004,
        "5": 0.010788021711493186,
        "10": 0.02231487563944849
      }
    },
    {
      "topN": 3,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5,
        "5": 0.6020408163265306,
        "10": 0.6288659793814433
      },
      "hitRate1D": 0.5,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.6254040721475068,
      "eligibleDays": 344,
      "fitnessScore": 0.4627610081346811,
      "lookbackDays": 45,
      "returnLift1D": -0.0014260315698556704,
      "hitRateLift1D": -0.03488372093023251,
      "portfolioSize": 3,
      "activationRate": 0.5813953488372093,
      "activationCount": 200,
      "baselineHitRates": {
        "1": 0.5348837209302325,
        "5": 0.6264705882352941,
        "10": 0.6716417910447762
      },
      "sampleConfidence": 0.9966666666666667,
      "shadowSharpeLike": 0.7345547393905026,
      "avgForwardReturns": {
        "1": 0.0012559546361813516,
        "5": 0.009381495463297319,
        "10": 0.02012767906079324
      },
      "shadowMaxDrawdown": -0.2651579369458734,
      "shadowTotalReturn": 0.22019920469229115,
      "avgForwardReturn1D": 0.0012559546361813516,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17",
        "2025-04-21",
        "2025-04-22",
        "2025-04-23",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28"
      ],
      "horizonObservationCounts": {
        "1": 200,
        "5": 196,
        "10": 194
      },
      "baselineAvgForwardReturns": {
        "1": 0.002681986206037022,
        "5": 0.013268174135397725,
        "10": 0.026811171077599453
      }
    },
    {
      "topN": 4,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5023041474654378,
        "5": 0.6103286384976526,
        "10": 0.6333333333333333
      },
      "hitRate1D": 0.5023041474654378,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.5995567490134066,
      "eligibleDays": 344,
      "fitnessScore": 0.4387960852913067,
      "lookbackDays": 45,
      "returnLift1D": -0.0016441829338078348,
      "hitRateLift1D": -0.032579573464794676,
      "portfolioSize": 4,
      "activationRate": 0.6308139534883721,
      "activationCount": 217,
      "baselineHitRates": {
        "1": 0.5348837209302325,
        "5": 0.6264705882352941,
        "10": 0.6716417910447762
      },
      "sampleConfidence": 0.996620583717358,
      "shadowSharpeLike": 0.6324933073865193,
      "avgForwardReturns": {
        "1": 0.0010378032722291872,
        "5": 0.010229317745987397,
        "10": 0.022801028929468548
      },
      "shadowMaxDrawdown": -0.2854120076154999,
      "shadowTotalReturn": 0.1865674868505769,
      "avgForwardReturn1D": 0.0010378032722291872,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17",
        "2025-04-21",
        "2025-04-22",
        "2025-04-23",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28"
      ],
      "horizonObservationCounts": {
        "1": 217,
        "5": 213,
        "10": 210
      },
      "baselineAvgForwardReturns": {
        "1": 0.002681986206037022,
        "5": 0.013268174135397725,
        "10": 0.026811171077599453
      }
    },
    {
      "topN": 5,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5023041474654378,
        "5": 0.6103286384976526,
        "10": 0.6333333333333333
      },
      "hitRate1D": 0.5023041474654378,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.5995567490134066,
      "eligibleDays": 344,
      "fitnessScore": 0.4387960852913067,
      "lookbackDays": 45,
      "returnLift1D": -0.0016441829338078348,
      "hitRateLift1D": -0.032579573464794676,
      "portfolioSize": 5,
      "activationRate": 0.6308139534883721,
      "activationCount": 217,
      "baselineHitRates": {
        "1": 0.5348837209302325,
        "5": 0.6264705882352941,
        "10": 0.6716417910447762
      },
      "sampleConfidence": 0.996620583717358,
      "shadowSharpeLike": 0.6324933073865193,
      "avgForwardReturns": {
        "1": 0.0010378032722291872,
        "5": 0.010229317745987397,
        "10": 0.022801028929468548
      },
      "shadowMaxDrawdown": -0.2854120076154999,
      "shadowTotalReturn": 0.1865674868505769,
      "avgForwardReturn1D": 0.0010378032722291872,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17",
        "2025-04-21",
        "2025-04-22",
        "2025-04-23",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28"
      ],
      "horizonObservationCounts": {
        "1": 217,
        "5": 213,
        "10": 210
      },
      "baselineAvgForwardReturns": {
        "1": 0.002681986206037022,
        "5": 0.013268174135397725,
        "10": 0.026811171077599453
      }
    },
    {
      "topN": 2,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5217391304347826,
        "5": 0.6148148148148148,
        "10": 0.6384615384615384
      },
      "hitRate1D": 0.5217391304347826,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.569818114349814,
      "eligibleDays": 359,
      "fitnessScore": 0.41184400269023863,
      "lookbackDays": 30,
      "returnLift1D": -0.0007443687672887987,
      "hitRateLift1D": -0.001937749788058607,
      "portfolioSize": 2,
      "activationRate": 0.38440111420612816,
      "activationCount": 138,
      "baselineHitRates": {
        "1": 0.5236768802228412,
        "5": 0.6028169014084507,
        "10": 0.6571428571428571
      },
      "sampleConfidence": 0.9946859903381643,
      "shadowSharpeLike": 0.7630242950438534,
      "avgForwardReturns": {
        "1": 0.001641035748591593,
        "5": 0.010182056107961095,
        "10": 0.022512596967267123
      },
      "shadowMaxDrawdown": -0.19376721854214918,
      "shadowTotalReturn": 0.20339104112486628,
      "avgForwardReturn1D": 0.001641035748591593,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17",
        "2025-04-21",
        "2025-04-22",
        "2025-04-23",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28"
      ],
      "horizonObservationCounts": {
        "1": 138,
        "5": 135,
        "10": 130
      },
      "baselineAvgForwardReturns": {
        "1": 0.0023854045158803916,
        "5": 0.011764681304540702,
        "10": 0.02460142154838719
      }
    },
    {
      "topN": 2,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.5,
        "5": 0.589041095890411,
        "10": 0.6095890410958904
      },
      "hitRate1D": 0.5,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.4802357447984068,
      "eligibleDays": 344,
      "fitnessScore": 0.3325983882854799,
      "lookbackDays": 45,
      "returnLift1D": -0.0013326954034485578,
      "hitRateLift1D": -0.03488372093023251,
      "portfolioSize": 2,
      "activationRate": 0.43023255813953487,
      "activationCount": 148,
      "baselineHitRates": {
        "1": 0.5348837209302325,
        "5": 0.6264705882352941,
        "10": 0.6716417910447762
      },
      "sampleConfidence": 0.9981981981981982,
      "shadowSharpeLike": 0.6686464135609759,
      "avgForwardReturns": {
        "1": 0.0013492908025884642,
        "5": 0.009051691837246833,
        "10": 0.017511822228116945
      },
      "shadowMaxDrawdown": -0.2557928152221447,
      "shadowTotalReturn": 0.16884995921713974,
      "avgForwardReturn1D": 0.0013492908025884642,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-17",
        "2025-04-21",
        "2025-04-22",
        "2025-04-23",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-01"
      ],
      "horizonObservationCounts": {
        "1": 148,
        "5": 146,
        "10": 146
      },
      "baselineAvgForwardReturns": {
        "1": 0.002681986206037022,
        "5": 0.013268174135397725,
        "10": 0.026811171077599453
      }
    },
    {
      "topN": 3,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.49693251533742333,
        "5": 0.5786163522012578,
        "10": 0.6038961038961039
      },
      "hitRate1D": 0.49693251533742333,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.3557496622026806,
      "eligibleDays": 375,
      "fitnessScore": 0.2193507809865075,
      "lookbackDays": 14,
      "returnLift1D": -0.0014545956318400464,
      "hitRateLift1D": -0.02040081799590998,
      "portfolioSize": 3,
      "activationRate": 0.43466666666666665,
      "activationCount": 163,
      "baselineHitRates": {
        "1": 0.5173333333333333,
        "5": 0.5849056603773585,
        "10": 0.6284153005464481
      },
      "sampleConfidence": 0.9946830265848672,
      "shadowSharpeLike": 0.28836782178901804,
      "avgForwardReturns": {
        "1": 0.0007175289134889576,
        "5": 0.007730314499711239,
        "10": 0.018344281413705654
      },
      "shadowMaxDrawdown": -0.18025949927132767,
      "shadowTotalReturn": 0.059054900644696984,
      "avgForwardReturn1D": 0.0007175289134889576,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-24",
        "2025-01-27",
        "2025-01-29",
        "2025-01-30",
        "2025-03-20",
        "2025-03-21",
        "2025-03-24",
        "2025-03-25",
        "2025-03-26",
        "2025-03-27"
      ],
      "horizonObservationCounts": {
        "1": 163,
        "5": 159,
        "10": 154
      },
      "baselineAvgForwardReturns": {
        "1": 0.002172124545329004,
        "5": 0.010788021711493186,
        "10": 0.02231487563944849
      }
    },
    {
      "topN": 2,
      "ticker": "SHG",
      "hitRates": {
        "1": 0.49166666666666664,
        "5": 0.5775862068965517,
        "10": 0.6036036036036037
      },
      "hitRate1D": 0.49166666666666664,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.326873741962831,
      "eligibleDays": 375,
      "fitnessScore": 0.19108103524003825,
      "lookbackDays": 14,
      "returnLift1D": -0.00104217675601598,
      "hitRateLift1D": -0.02566666666666667,
      "portfolioSize": 2,
      "activationRate": 0.32,
      "activationCount": 120,
      "baselineHitRates": {
        "1": 0.5173333333333333,
        "5": 0.5849056603773585,
        "10": 0.6284153005464481
      },
      "sampleConfidence": 0.9927777777777779,
      "shadowSharpeLike": 0.39240088545005897,
      "avgForwardReturns": {
        "1": 0.0011299477893130239,
        "5": 0.006687684046936612,
        "10": 0.01852107214178333
      },
      "shadowMaxDrawdown": -0.18399425050323692,
      "shadowTotalReturn": 0.08573090619841994,
      "avgForwardReturn1D": 0.0011299477893130239,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-24",
        "2025-03-20",
        "2025-03-21",
        "2025-03-24",
        "2025-03-25",
        "2025-03-27",
        "2025-04-03",
        "2025-04-16",
        "2025-04-17",
        "2025-04-21"
      ],
      "horizonObservationCounts": {
        "1": 120,
        "5": 116,
        "10": 111
      },
      "baselineAvgForwardReturns": {
        "1": 0.002172124545329004,
        "5": 0.010788021711493186,
        "10": 0.02231487563944849
      }
    }
  ],
  "interpretation": {
    "scoreMeaning": "The effective fit score after applying the conservative confidence penalty.",
    "backendMeaning": "This Force evaluator uses the alpha1 backend logic that powers the current Force preview path.",
    "fitScopeMeaning": "Force fit is currently universe-conditioned because the stock competes against the tested Force universe at each ranking step.",
    "rawScoreMeaning": "The unadjusted Force-family fit estimate before the conservative confidence penalty.",
    "algorithmFitMeaning": "Measures how consistently this stock works across the Force strategy family within this tested universe.",
    "confidenceAdjustmentMeaning": "The current conservative_penalty adjustment retains the existing formula used by the shared family-fit core."
  },
  "lookbackSummary": [
    {
      "comboQuality": 0.671699568399211,
      "fitnessScore": 0.5074940467237194,
      "lookbackDays": 14,
      "returnLift1D": -0.0007524678211821628,
      "activationRate": 0.5173333333333333,
      "activationCount": 194,
      "sampleConfidence": 0.99553264604811,
      "bestPortfolioSize": 4,
      "shadowTotalReturn": 0.22685577756374609,
      "avgForwardReturn1D": 0.001419656724146841
    },
    {
      "comboQuality": 0.9066176244575699,
      "fitnessScore": 0.8500639929444297,
      "lookbackDays": 21,
      "returnLift1D": 0.0012953994463420107,
      "activationRate": 0.3451086956521739,
      "activationCount": 127,
      "sampleConfidence": 0.9963254593175854,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": 0.5008099346773118,
      "avgForwardReturn1D": 0.0035750886691845616
    },
    {
      "comboQuality": 0.9176340636695096,
      "fitnessScore": 0.8803378806656137,
      "lookbackDays": 30,
      "returnLift1D": 0.000008088736398403039,
      "activationRate": 0.5348189415041783,
      "activationCount": 192,
      "sampleConfidence": 0.9954861111111112,
      "bestPortfolioSize": 4,
      "shadowTotalReturn": 0.5050408653443852,
      "avgForwardReturn1D": 0.0023934932522787947
    },
    {
      "comboQuality": 0.6254040721475068,
      "fitnessScore": 0.4627610081346811,
      "lookbackDays": 45,
      "returnLift1D": -0.0014260315698556704,
      "activationRate": 0.5813953488372093,
      "activationCount": 200,
      "sampleConfidence": 0.9966666666666667,
      "bestPortfolioSize": 3,
      "shadowTotalReturn": 0.22019920469229115,
      "avgForwardReturn1D": 0.0012559546361813516
    },
    {
      "comboQuality": 0.9441694191834072,
      "fitnessScore": 0.9721564485272927,
      "lookbackDays": 63,
      "returnLift1D": -0.0008244568172039392,
      "activationRate": 0.7484662576687117,
      "activationCount": 244,
      "sampleConfidence": 0.9986338797814208,
      "bestPortfolioSize": 4,
      "shadowTotalReturn": 0.5097494244094649,
      "avgForwardReturn1D": 0.0019319473673292174
    }
  ],
  "strategyOptions": {
    "shadow": "Scores the stock like a standalone trade-only-when-active strategy.",
    "blended": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance.",
    "coverage": "Rewards stocks that activate often without giving up too much quality.",
    "precision": "Prioritizes hit rate and average return after activation."
  },
  "backendAlgorithm": "alpha1",
  "universeIdentity": {
    "hash": "79b80671ec96226c6e6303eb9712ae01bc7b7a2710f8724066127b1b3f5a15f9",
    "size": 13,
    "members": [
      "SHG",
      "SMH",
      "XLB",
      "XLC",
      "XLE",
      "XLF",
      "XLI",
      "XLK",
      "XLP",
      "XLRE",
      "XLU",
      "XLV",
      "XLY"
    ],
    "version": 1
  },
  "scoreModeDescription": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance."
}