{
  "config": {
    "topNs": [
      2,
      3,
      4,
      5
    ],
    "universe": [
      "XLK",
      "XLF",
      "XLV",
      "XLY",
      "XLI",
      "XLP",
      "XLE",
      "XLB",
      "XLU",
      "XLRE",
      "XLC",
      "SMH",
      "ROL"
    ],
    "lookbacks": [
      14,
      21,
      30,
      45,
      63
    ],
    "forwardDays": [
      1,
      5,
      10
    ],
    "maxHoldings": 5,
    "minHoldings": 2,
    "fallbackTicker": "VOO",
    "riskOffEnabled": true,
    "adaptationSpeed": "balanced",
    "benchmarkTicker": "VOO"
  },
  "ticker": "ROL",
  "fitScope": "universe_conditioned",
  "algorithm": "aptet",
  "bestCombo": {
    "topN": 2,
    "ticker": "ROL",
    "hitRates": {
      "1": 0,
      "5": 0,
      "10": 0
    },
    "hitRate1D": 0,
    "comboQuality": 0.08856293266025414,
    "eligibleDays": 352,
    "fitnessScore": -0.16288801211283552,
    "lookbackDays": 14,
    "returnLift1D": 0.00435732746044339,
    "hitRateLift1D": -0.5,
    "activationRate": 0,
    "activationCount": 0,
    "baselineHitRates": {
      "1": 0.5,
      "5": 0,
      "10": 0
    },
    "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": -0.00435732746044339,
      "5": -0.029141757083507358,
      "10": 0
    }
  },
  "dateRange": {
    "end": "2026-07-25",
    "start": "2025-01-01"
  },
  "scoreMode": "blended",
  "calibration": {
    "bestComboQuality": 0.08856293266025414,
    "comboQualityScale": 0.22,
    "comboQualityCenter": 0.35,
    "medianComboQuality": 0.08856293266025414,
    "bestRawFitnessScore": -0.16288801211283552,
    "upperQuartileComboQuality": 0.08856293266025414
  },
  "algorithmFit": {
    "label": "poor",
    "score": 0.1629334113427473,
    "rawScore": 0.2708503461282033,
    "confidence": 0.203125,
    "bestProfile": {
      "topN": 2,
      "lookbackDays": 14
    },
    "profileBreadth": 0,
    "recommendedRegion": {
      "topNs": [
        2
      ],
      "lookbackDays": [
        14
      ]
    },
    "parameterStability": 1,
    "confidenceAdjustment": "conservative_penalty"
  },
  "rankedCombos": [
    {
      "topN": 2,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 352,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 14,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 3,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 352,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 14,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 4,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 352,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 14,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 5,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 352,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 14,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 2,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 339,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 21,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 3,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 339,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 21,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 4,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 339,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 21,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 5,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 339,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 21,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 2,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 330,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 30,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 3,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 330,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 30,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 4,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 330,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 30,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 5,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 330,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 30,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 2,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 315,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 45,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 3,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 315,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 45,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 4,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 315,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 45,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 5,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 315,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 45,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 2,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 297,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 63,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 3,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 297,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 63,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 4,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 297,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 63,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    },
    {
      "topN": 5,
      "ticker": "ROL",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08856293266025414,
      "eligibleDays": 297,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 63,
      "returnLift1D": 0.00435732746044339,
      "hitRateLift1D": -0.5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5,
        "5": 0,
        "10": 0
      },
      "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": -0.00435732746044339,
        "5": -0.029141757083507358,
        "10": 0
      }
    }
  ],
  "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": 2,
      "comboQuality": 0.08856293266025414,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 14,
      "returnLift1D": 0.00435732746044339,
      "activationRate": 0,
      "activationCount": 0,
      "sampleConfidence": 0.25,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.08856293266025414,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 21,
      "returnLift1D": 0.00435732746044339,
      "activationRate": 0,
      "activationCount": 0,
      "sampleConfidence": 0.25,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.08856293266025414,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 30,
      "returnLift1D": 0.00435732746044339,
      "activationRate": 0,
      "activationCount": 0,
      "sampleConfidence": 0.25,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.08856293266025414,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 45,
      "returnLift1D": 0.00435732746044339,
      "activationRate": 0,
      "activationCount": 0,
      "sampleConfidence": 0.25,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.08856293266025414,
      "fitnessScore": -0.16288801211283552,
      "lookbackDays": 63,
      "returnLift1D": 0.00435732746044339,
      "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": "a166b8c02a46f9bc9e2bdcf9f949731bc2e4e7863e7ef786f8ada47dca438b18",
    "size": 13,
    "members": [
      "ROL",
      "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",
      "ROL"
    ],
    "lookbacks": [
      14,
      21,
      30,
      45,
      63
    ],
    "forwardDays": [
      1,
      5,
      10
    ],
    "portfolioSizes": [
      2,
      3,
      4,
      5
    ],
    "safetyNetEquity": "VOO"
  },
  "ticker": "ROL",
  "fitScope": "universe_conditioned",
  "algorithm": "force",
  "bestCombo": {
    "topN": 3,
    "ticker": "ROL",
    "hitRates": {
      "1": 0.5729166666666666,
      "5": 0.5833333333333334,
      "10": 0.6145833333333334
    },
    "hitRate1D": 0.5729166666666666,
    "rankWeights": [
      0.4000000000000001,
      0.30000000000000004,
      0.20000000000000004
    ],
    "comboQuality": 0.5175495861379082,
    "eligibleDays": 368,
    "fitnessScore": 0.3654499824320606,
    "lookbackDays": 21,
    "returnLift1D": 0.0016615975116798865,
    "hitRateLift1D": 0.06204710144927528,
    "portfolioSize": 3,
    "activationRate": 0.2608695652173913,
    "activationCount": 96,
    "baselineHitRates": {
      "1": 0.5108695652173914,
      "5": 0.5137362637362637,
      "10": 0.532033426183844
    },
    "sampleConfidence": 1,
    "shadowSharpeLike": 0.6627133642417627,
    "avgForwardReturns": {
      "1": 0.001217206828384482,
      "5": 0.0040288587840908415,
      "10": 0.009318897477144351
    },
    "shadowMaxDrawdown": -0.08900670351394058,
    "shadowTotalReturn": 0.10006179124481962,
    "avgForwardReturn1D": 0.001217206828384482,
    "riskOffActivations": 0,
    "activationDatesSample": [
      "2025-02-04",
      "2025-02-05",
      "2025-02-06",
      "2025-02-07",
      "2025-02-10",
      "2025-02-11",
      "2025-02-12",
      "2025-02-13",
      "2025-02-14",
      "2025-02-18"
    ],
    "horizonObservationCounts": {
      "1": 96,
      "5": 96,
      "10": 96
    },
    "baselineAvgForwardReturns": {
      "1": -0.0004443906832954044,
      "5": -0.0011225944734972744,
      "10": -0.0022506628885595376
    }
  },
  "dateRange": {
    "end": "2026-07-25",
    "start": "2025-01-01"
  },
  "scoreMode": "blended",
  "calibration": {
    "bestComboQuality": 0.5175495861379082,
    "comboQualityScale": 0.22,
    "comboQualityCenter": 0.35,
    "medianComboQuality": 0.32422593496056873,
    "bestRawFitnessScore": 0.3654499824320606,
    "upperQuartileComboQuality": 0.4141574567404441
  },
  "algorithmFit": {
    "label": "weak",
    "score": 0.4146129787149626,
    "rawScore": 0.43727324980212795,
    "confidence": 0.8963564723091596,
    "bestProfile": {
      "lookbackDays": 21,
      "portfolioSize": 3
    },
    "profileBreadth": 0,
    "recommendedRegion": {
      "lookbackDays": [
        21
      ],
      "portfolioSizes": [
        3
      ]
    },
    "parameterStability": 0.6320553685605159,
    "confidenceAdjustment": "conservative_penalty"
  },
  "rankedCombos": [
    {
      "topN": 3,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5729166666666666,
        "5": 0.5833333333333334,
        "10": 0.6145833333333334
      },
      "hitRate1D": 0.5729166666666666,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.5175495861379082,
      "eligibleDays": 368,
      "fitnessScore": 0.3654499824320606,
      "lookbackDays": 21,
      "returnLift1D": 0.0016615975116798865,
      "hitRateLift1D": 0.06204710144927528,
      "portfolioSize": 3,
      "activationRate": 0.2608695652173913,
      "activationCount": 96,
      "baselineHitRates": {
        "1": 0.5108695652173914,
        "5": 0.5137362637362637,
        "10": 0.532033426183844
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.6627133642417627,
      "avgForwardReturns": {
        "1": 0.001217206828384482,
        "5": 0.0040288587840908415,
        "10": 0.009318897477144351
      },
      "shadowMaxDrawdown": -0.08900670351394058,
      "shadowTotalReturn": 0.10006179124481962,
      "avgForwardReturn1D": 0.001217206828384482,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-04",
        "2025-02-05",
        "2025-02-06",
        "2025-02-07",
        "2025-02-10",
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18"
      ],
      "horizonObservationCounts": {
        "1": 96,
        "5": 96,
        "10": 96
      },
      "baselineAvgForwardReturns": {
        "1": -0.0004443906832954044,
        "5": -0.0011225944734972744,
        "10": -0.0022506628885595376
      }
    },
    {
      "topN": 4,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5728155339805825,
        "5": 0.5922330097087378,
        "10": 0.5825242718446602
      },
      "hitRate1D": 0.5728155339805825,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.5034237384525609,
      "eligibleDays": 368,
      "fitnessScore": 0.3530129369289777,
      "lookbackDays": 21,
      "returnLift1D": 0.0014953459992109819,
      "hitRateLift1D": 0.06194596876319114,
      "portfolioSize": 4,
      "activationRate": 0.2798913043478261,
      "activationCount": 103,
      "baselineHitRates": {
        "1": 0.5108695652173914,
        "5": 0.5137362637362637,
        "10": 0.532033426183844
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.5552675525096727,
      "avgForwardReturns": {
        "1": 0.0010509553159155775,
        "5": 0.004281970007977837,
        "10": 0.0070912000176706035
      },
      "shadowMaxDrawdown": -0.08900670351394058,
      "shadowTotalReturn": 0.08708461882962903,
      "avgForwardReturn1D": 0.0010509553159155775,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-04",
        "2025-02-05",
        "2025-02-06",
        "2025-02-07",
        "2025-02-10",
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18"
      ],
      "horizonObservationCounts": {
        "1": 103,
        "5": 103,
        "10": 103
      },
      "baselineAvgForwardReturns": {
        "1": -0.0004443906832954044,
        "5": -0.0011225944734972744,
        "10": -0.0022506628885595376
      }
    },
    {
      "topN": 5,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5728155339805825,
        "5": 0.5922330097087378,
        "10": 0.5825242718446602
      },
      "hitRate1D": 0.5728155339805825,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.5034237384525609,
      "eligibleDays": 368,
      "fitnessScore": 0.3530129369289777,
      "lookbackDays": 21,
      "returnLift1D": 0.0014953459992109819,
      "hitRateLift1D": 0.06194596876319114,
      "portfolioSize": 5,
      "activationRate": 0.2798913043478261,
      "activationCount": 103,
      "baselineHitRates": {
        "1": 0.5108695652173914,
        "5": 0.5137362637362637,
        "10": 0.532033426183844
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.5552675525096727,
      "avgForwardReturns": {
        "1": 0.0010509553159155775,
        "5": 0.004281970007977837,
        "10": 0.0070912000176706035
      },
      "shadowMaxDrawdown": -0.08900670351394058,
      "shadowTotalReturn": 0.08708461882962903,
      "avgForwardReturn1D": 0.0010509553159155775,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-04",
        "2025-02-05",
        "2025-02-06",
        "2025-02-07",
        "2025-02-10",
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18"
      ],
      "horizonObservationCounts": {
        "1": 103,
        "5": 103,
        "10": 103
      },
      "baselineAvgForwardReturns": {
        "1": -0.0004443906832954044,
        "5": -0.0011225944734972744,
        "10": -0.0022506628885595376
      }
    },
    {
      "topN": 3,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5903614457831325,
        "5": 0.5421686746987951,
        "10": 0.6144578313253012
      },
      "hitRate1D": 0.5903614457831325,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.47456857853595225,
      "eligibleDays": 359,
      "fitnessScore": 0.3276010201663078,
      "lookbackDays": 30,
      "returnLift1D": 0.0015242045818541902,
      "hitRateLift1D": 0.07782662684162833,
      "portfolioSize": 3,
      "activationRate": 0.23119777158774374,
      "activationCount": 83,
      "baselineHitRates": {
        "1": 0.5125348189415042,
        "5": 0.504225352112676,
        "10": 0.52
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.4809726025665809,
      "avgForwardReturns": {
        "1": 0.0010055726255927076,
        "5": 0.0025197568405258995,
        "10": 0.008768841453210215
      },
      "shadowMaxDrawdown": -0.08900670351394091,
      "shadowTotalReturn": 0.06816866588417136,
      "avgForwardReturn1D": 0.0010055726255927076,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-18",
        "2025-02-19",
        "2025-02-20",
        "2025-02-21",
        "2025-02-24",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-02-28",
        "2025-03-03"
      ],
      "horizonObservationCounts": {
        "1": 83,
        "5": 83,
        "10": 83
      },
      "baselineAvgForwardReturns": {
        "1": -0.0005186319562614827,
        "5": -0.0014589007621111268,
        "10": -0.0029548469509280396
      }
    },
    {
      "topN": 4,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5212765957446809,
        "5": 0.5851063829787234,
        "10": 0.723404255319149
      },
      "hitRate1D": 0.5212765957446809,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.4141574567404441,
      "eligibleDays": 344,
      "fitnessScore": 0.27370293868632484,
      "lookbackDays": 45,
      "returnLift1D": 0.0016723675083243988,
      "hitRateLift1D": 0.015462642256308778,
      "portfolioSize": 4,
      "activationRate": 0.27325581395348836,
      "activationCount": 94,
      "baselineHitRates": {
        "1": 0.5058139534883721,
        "5": 0.5,
        "10": 0.5223880597014925
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.5493013141603461,
      "avgForwardReturns": {
        "1": 0.0010320102620789571,
        "5": 0.005863780071395447,
        "10": 0.0118264490382964
      },
      "shadowMaxDrawdown": -0.09391772600154613,
      "shadowTotalReturn": 0.08341096152455285,
      "avgForwardReturn1D": 0.0010320102620789571,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-11",
        "2025-03-12",
        "2025-03-13",
        "2025-03-14",
        "2025-03-17",
        "2025-03-18",
        "2025-03-19",
        "2025-03-20",
        "2025-03-21",
        "2025-03-24"
      ],
      "horizonObservationCounts": {
        "1": 94,
        "5": 94,
        "10": 94
      },
      "baselineAvgForwardReturns": {
        "1": -0.0006403572462454417,
        "5": -0.00173864508887934,
        "10": -0.0033888864300564182
      }
    },
    {
      "topN": 5,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5212765957446809,
        "5": 0.5851063829787234,
        "10": 0.723404255319149
      },
      "hitRate1D": 0.5212765957446809,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.4141574567404441,
      "eligibleDays": 344,
      "fitnessScore": 0.27370293868632484,
      "lookbackDays": 45,
      "returnLift1D": 0.0016723675083243988,
      "hitRateLift1D": 0.015462642256308778,
      "portfolioSize": 5,
      "activationRate": 0.27325581395348836,
      "activationCount": 94,
      "baselineHitRates": {
        "1": 0.5058139534883721,
        "5": 0.5,
        "10": 0.5223880597014925
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.5493013141603461,
      "avgForwardReturns": {
        "1": 0.0010320102620789571,
        "5": 0.005863780071395447,
        "10": 0.0118264490382964
      },
      "shadowMaxDrawdown": -0.09391772600154613,
      "shadowTotalReturn": 0.08341096152455285,
      "avgForwardReturn1D": 0.0010320102620789571,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-11",
        "2025-03-12",
        "2025-03-13",
        "2025-03-14",
        "2025-03-17",
        "2025-03-18",
        "2025-03-19",
        "2025-03-20",
        "2025-03-21",
        "2025-03-24"
      ],
      "horizonObservationCounts": {
        "1": 94,
        "5": 94,
        "10": 94
      },
      "baselineAvgForwardReturns": {
        "1": -0.0006403572462454417,
        "5": -0.00173864508887934,
        "10": -0.0033888864300564182
      }
    },
    {
      "topN": 2,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5844155844155844,
        "5": 0.5584415584415584,
        "10": 0.6363636363636364
      },
      "hitRate1D": 0.5844155844155844,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.40003988255532646,
      "eligibleDays": 359,
      "fitnessScore": 0.2608342346178195,
      "lookbackDays": 30,
      "returnLift1D": 0.0011681837501799153,
      "hitRateLift1D": 0.07188076547408018,
      "portfolioSize": 2,
      "activationRate": 0.21448467966573817,
      "activationCount": 77,
      "baselineHitRates": {
        "1": 0.5125348189415042,
        "5": 0.504225352112676,
        "10": 0.52
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.28953888219331586,
      "avgForwardReturns": {
        "1": 0.0006495517939184325,
        "5": 0.0028241499601942893,
        "10": 0.009511397814603233
      },
      "shadowMaxDrawdown": -0.08900670351394091,
      "shadowTotalReturn": 0.036449804460769286,
      "avgForwardReturn1D": 0.0006495517939184325,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-18",
        "2025-02-19",
        "2025-02-20",
        "2025-02-21",
        "2025-02-24",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-02-28",
        "2025-03-03"
      ],
      "horizonObservationCounts": {
        "1": 77,
        "5": 77,
        "10": 77
      },
      "baselineAvgForwardReturns": {
        "1": -0.0005186319562614827,
        "5": -0.0014589007621111268,
        "10": -0.0029548469509280396
      }
    },
    {
      "topN": 2,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5421686746987951,
        "5": 0.5783132530120482,
        "10": 0.6144578313253012
      },
      "hitRate1D": 0.5421686746987951,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.3706393492368704,
      "eligibleDays": 368,
      "fitnessScore": 0.23351550468520568,
      "lookbackDays": 21,
      "returnLift1D": 0.001300754880591898,
      "hitRateLift1D": 0.0312991094814038,
      "portfolioSize": 2,
      "activationRate": 0.22554347826086957,
      "activationCount": 83,
      "baselineHitRates": {
        "1": 0.5108695652173914,
        "5": 0.5137362637362637,
        "10": 0.532033426183844
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.3870936133200984,
      "avgForwardReturns": {
        "1": 0.0008563641972964935,
        "5": 0.003793320755905156,
        "10": 0.008941825346616977
      },
      "shadowMaxDrawdown": -0.08900670351394091,
      "shadowTotalReturn": 0.05235658890079753,
      "avgForwardReturn1D": 0.0008563641972964935,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-04",
        "2025-02-05",
        "2025-02-06",
        "2025-02-07",
        "2025-02-10",
        "2025-02-11",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18",
        "2025-02-21"
      ],
      "horizonObservationCounts": {
        "1": 83,
        "5": 83,
        "10": 83
      },
      "baselineAvgForwardReturns": {
        "1": -0.0004443906832954044,
        "5": -0.0011225944734972744,
        "10": -0.0022506628885595376
      }
    },
    {
      "topN": 2,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5217391304347826,
        "5": 0.6086956521739131,
        "10": 0.782608695652174
      },
      "hitRate1D": 0.5217391304347826,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.3465453341411937,
      "eligibleDays": 344,
      "fitnessScore": 0.21046290673763818,
      "lookbackDays": 45,
      "returnLift1D": 0.0016948585223591044,
      "hitRateLift1D": 0.01592517694641049,
      "portfolioSize": 2,
      "activationRate": 0.2005813953488372,
      "activationCount": 69,
      "baselineHitRates": {
        "1": 0.5058139534883721,
        "5": 0.5,
        "10": 0.5223880597014925
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.47652785064025505,
      "avgForwardReturns": {
        "1": 0.0010545012761136625,
        "5": 0.007303726830624485,
        "10": 0.014968286593441843
      },
      "shadowMaxDrawdown": -0.09391772600154613,
      "shadowTotalReturn": 0.06216376871497209,
      "avgForwardReturn1D": 0.0010545012761136625,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-11",
        "2025-03-12",
        "2025-03-13",
        "2025-03-14",
        "2025-03-17",
        "2025-03-18",
        "2025-03-19",
        "2025-03-20",
        "2025-03-21",
        "2025-03-24"
      ],
      "horizonObservationCounts": {
        "1": 69,
        "5": 69,
        "10": 69
      },
      "baselineAvgForwardReturns": {
        "1": -0.0006403572462454417,
        "5": -0.00173864508887934,
        "10": -0.0033888864300564182
      }
    },
    {
      "topN": 2,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.54,
        "5": 0.64,
        "10": 0.72
      },
      "hitRate1D": 0.54,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.3411965032114763,
      "eligibleDays": 326,
      "fitnessScore": 0.2052473174111247,
      "lookbackDays": 63,
      "returnLift1D": 0.002127383895467255,
      "hitRateLift1D": 0.04613496932515343,
      "portfolioSize": 2,
      "activationRate": 0.15337423312883436,
      "activationCount": 50,
      "baselineHitRates": {
        "1": 0.4938650306748466,
        "5": 0.48757763975155277,
        "10": 0.501577287066246
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.453260329333485,
      "avgForwardReturns": {
        "1": 0.0012422559369419629,
        "5": 0.010430118334232224,
        "10": 0.010421230862596333
      },
      "shadowMaxDrawdown": -0.09440278635063137,
      "shadowTotalReturn": 0.053075806745155774,
      "avgForwardReturn1D": 0.0012422559369419629,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-04",
        "2025-04-07",
        "2025-04-08",
        "2025-04-09",
        "2025-04-10",
        "2025-04-11",
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17"
      ],
      "horizonObservationCounts": {
        "1": 50,
        "5": 50,
        "10": 50
      },
      "baselineAvgForwardReturns": {
        "1": -0.0008851279585252924,
        "5": -0.0022111375774955385,
        "10": -0.004934854871746411
      }
    },
    {
      "topN": 4,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5360824742268041,
        "5": 0.5360824742268041,
        "10": 0.5979381443298969
      },
      "hitRate1D": 0.5360824742268041,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.3072553667096612,
      "eligibleDays": 359,
      "fitnessScore": 0.17114391126122513,
      "lookbackDays": 30,
      "returnLift1D": 0.0008114431086576098,
      "hitRateLift1D": 0.023547655285299895,
      "portfolioSize": 4,
      "activationRate": 0.27019498607242337,
      "activationCount": 97,
      "baselineHitRates": {
        "1": 0.5125348189415042,
        "5": 0.504225352112676,
        "10": 0.52
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.10286344750485102,
      "avgForwardReturns": {
        "1": 0.00029281115239612716,
        "5": 0.0016501039313251008,
        "10": 0.007683963052423713
      },
      "shadowMaxDrawdown": -0.10260127294602117,
      "shadowTotalReturn": 0.007406770570975718,
      "avgForwardReturn1D": 0.00029281115239612716,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-18",
        "2025-02-19",
        "2025-02-20",
        "2025-02-21",
        "2025-02-24",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-02-28",
        "2025-03-03"
      ],
      "horizonObservationCounts": {
        "1": 97,
        "5": 97,
        "10": 97
      },
      "baselineAvgForwardReturns": {
        "1": -0.0005186319562614827,
        "5": -0.0014589007621111268,
        "10": -0.0029548469509280396
      }
    },
    {
      "topN": 5,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5360824742268041,
        "5": 0.5360824742268041,
        "10": 0.5979381443298969
      },
      "hitRate1D": 0.5360824742268041,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.3072553667096612,
      "eligibleDays": 359,
      "fitnessScore": 0.17114391126122513,
      "lookbackDays": 30,
      "returnLift1D": 0.0008114431086576098,
      "hitRateLift1D": 0.023547655285299895,
      "portfolioSize": 5,
      "activationRate": 0.27019498607242337,
      "activationCount": 97,
      "baselineHitRates": {
        "1": 0.5125348189415042,
        "5": 0.504225352112676,
        "10": 0.52
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.10286344750485102,
      "avgForwardReturns": {
        "1": 0.00029281115239612716,
        "5": 0.0016501039313251008,
        "10": 0.007683963052423713
      },
      "shadowMaxDrawdown": -0.10260127294602117,
      "shadowTotalReturn": 0.007406770570975718,
      "avgForwardReturn1D": 0.00029281115239612716,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-18",
        "2025-02-19",
        "2025-02-20",
        "2025-02-21",
        "2025-02-24",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-02-28",
        "2025-03-03"
      ],
      "horizonObservationCounts": {
        "1": 97,
        "5": 97,
        "10": 97
      },
      "baselineAvgForwardReturns": {
        "1": -0.0005186319562614827,
        "5": -0.0014589007621111268,
        "10": -0.0029548469509280396
      }
    },
    {
      "topN": 3,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5064935064935064,
        "5": 0.5454545454545454,
        "10": 0.6233766233766234
      },
      "hitRate1D": 0.5064935064935064,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.29622622233388685,
      "eligibleDays": 326,
      "fitnessScore": 0.15962662143952913,
      "lookbackDays": 63,
      "returnLift1D": 0.001507684853929022,
      "hitRateLift1D": 0.012628475818659834,
      "portfolioSize": 3,
      "activationRate": 0.2361963190184049,
      "activationCount": 77,
      "baselineHitRates": {
        "1": 0.4938650306748466,
        "5": 0.48757763975155277,
        "10": 0.501577287066246
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.2757384865011614,
      "avgForwardReturns": {
        "1": 0.0006225568954037295,
        "5": 0.005909803345199072,
        "10": 0.005249788166663055
      },
      "shadowMaxDrawdown": -0.09440278635063137,
      "shadowTotalReturn": 0.03168206565984577,
      "avgForwardReturn1D": 0.0006225568954037295,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-04",
        "2025-04-07",
        "2025-04-08",
        "2025-04-09",
        "2025-04-10",
        "2025-04-11",
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17"
      ],
      "horizonObservationCounts": {
        "1": 77,
        "5": 77,
        "10": 77
      },
      "baselineAvgForwardReturns": {
        "1": -0.0008851279585252924,
        "5": -0.0022111375774955385,
        "10": -0.004934854871746411
      }
    },
    {
      "topN": 3,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5061728395061729,
        "5": 0.5802469135802469,
        "10": 0.7283950617283951
      },
      "hitRate1D": 0.5061728395061729,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.26600213346592716,
      "eligibleDays": 344,
      "fitnessScore": 0.12669960560977744,
      "lookbackDays": 45,
      "returnLift1D": 0.0010138244361816325,
      "hitRateLift1D": 0.00035888601780076357,
      "portfolioSize": 3,
      "activationRate": 0.23546511627906977,
      "activationCount": 81,
      "baselineHitRates": {
        "1": 0.5058139534883721,
        "5": 0.5,
        "10": 0.5223880597014925
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.1451429688488306,
      "avgForwardReturns": {
        "1": 0.0003734671899361907,
        "5": 0.005546005291408147,
        "10": 0.011928526884050125
      },
      "shadowMaxDrawdown": -0.09391772600154613,
      "shadowTotalReturn": 0.013673169066187763,
      "avgForwardReturn1D": 0.0003734671899361907,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-11",
        "2025-03-12",
        "2025-03-13",
        "2025-03-14",
        "2025-03-17",
        "2025-03-18",
        "2025-03-19",
        "2025-03-20",
        "2025-03-21",
        "2025-03-24"
      ],
      "horizonObservationCounts": {
        "1": 81,
        "5": 81,
        "10": 81
      },
      "baselineAvgForwardReturns": {
        "1": -0.0006403572462454417,
        "5": -0.00173864508887934,
        "10": -0.0033888864300564182
      }
    },
    {
      "topN": 3,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.5048543689320388,
        "5": 0.52,
        "10": 0.63
      },
      "hitRate1D": 0.5048543689320388,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.24734378410061697,
      "eligibleDays": 375,
      "fitnessScore": 0.10517754001352586,
      "lookbackDays": 14,
      "returnLift1D": 0.0005313528372493172,
      "hitRateLift1D": -0.004478964401294472,
      "portfolioSize": 3,
      "activationRate": 0.27466666666666667,
      "activationCount": 103,
      "baselineHitRates": {
        "1": 0.5093333333333333,
        "5": 0.5202156334231806,
        "10": 0.5409836065573771
      },
      "sampleConfidence": 0.996116504854369,
      "shadowSharpeLike": -0.02015145225599755,
      "avgForwardReturns": {
        "1": 0.0001526684795688106,
        "5": 0.0016516050813330063,
        "10": 0.007935305929142829
      },
      "shadowMaxDrawdown": -0.08900670351394069,
      "shadowTotalReturn": -0.012134743347456234,
      "avgForwardReturn1D": 0.0001526684795688106,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-27",
        "2025-01-28",
        "2025-01-29",
        "2025-01-30",
        "2025-01-31",
        "2025-02-03",
        "2025-02-04",
        "2025-02-05",
        "2025-02-07",
        "2025-02-10"
      ],
      "horizonObservationCounts": {
        "1": 103,
        "5": 100,
        "10": 100
      },
      "baselineAvgForwardReturns": {
        "1": -0.00037868435768050664,
        "5": -0.0008734503645093838,
        "10": -0.0016941255973235792
      }
    },
    {
      "topN": 4,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.4782608695652174,
        "5": 0.5217391304347826,
        "10": 0.6195652173913043
      },
      "hitRate1D": 0.4782608695652174,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.20269114323858403,
      "eligibleDays": 326,
      "fitnessScore": 0.048697070748483715,
      "lookbackDays": 63,
      "returnLift1D": 0.0007691398993350378,
      "hitRateLift1D": -0.0156041611096292,
      "portfolioSize": 4,
      "activationRate": 0.2822085889570552,
      "activationCount": 92,
      "baselineHitRates": {
        "1": 0.4938650306748466,
        "5": 0.48757763975155277,
        "10": 0.501577287066246
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.11654325900969849,
      "avgForwardReturns": {
        "1": -0.00011598805919025459,
        "5": 0.004118538279047664,
        "10": 0.005391313756318696
      },
      "shadowMaxDrawdown": -0.09778855520960061,
      "shadowTotalReturn": -0.026265278289174576,
      "avgForwardReturn1D": -0.00011598805919025459,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-04",
        "2025-04-07",
        "2025-04-08",
        "2025-04-09",
        "2025-04-10",
        "2025-04-11",
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17"
      ],
      "horizonObservationCounts": {
        "1": 92,
        "5": 92,
        "10": 92
      },
      "baselineAvgForwardReturns": {
        "1": -0.0008851279585252924,
        "5": -0.0022111375774955385,
        "10": -0.004934854871746411
      }
    },
    {
      "topN": 5,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.4782608695652174,
        "5": 0.5217391304347826,
        "10": 0.6195652173913043
      },
      "hitRate1D": 0.4782608695652174,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.20269114323858403,
      "eligibleDays": 326,
      "fitnessScore": 0.048697070748483715,
      "lookbackDays": 63,
      "returnLift1D": 0.0007691398993350378,
      "hitRateLift1D": -0.0156041611096292,
      "portfolioSize": 5,
      "activationRate": 0.2822085889570552,
      "activationCount": 92,
      "baselineHitRates": {
        "1": 0.4938650306748466,
        "5": 0.48757763975155277,
        "10": 0.501577287066246
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.11654325900969849,
      "avgForwardReturns": {
        "1": -0.00011598805919025459,
        "5": 0.004118538279047664,
        "10": 0.005391313756318696
      },
      "shadowMaxDrawdown": -0.09778855520960061,
      "shadowTotalReturn": -0.026265278289174576,
      "avgForwardReturn1D": -0.00011598805919025459,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-04",
        "2025-04-07",
        "2025-04-08",
        "2025-04-09",
        "2025-04-10",
        "2025-04-11",
        "2025-04-14",
        "2025-04-15",
        "2025-04-16",
        "2025-04-17"
      ],
      "horizonObservationCounts": {
        "1": 92,
        "5": 92,
        "10": 92
      },
      "baselineAvgForwardReturns": {
        "1": -0.0008851279585252924,
        "5": -0.0022111375774955385,
        "10": -0.004934854871746411
      }
    },
    {
      "topN": 4,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.4827586206896552,
        "5": 0.49557522123893805,
        "10": 0.5982142857142857
      },
      "hitRate1D": 0.4827586206896552,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.12738133015077788,
      "eligibleDays": 375,
      "fitnessScore": -0.07334896314577852,
      "lookbackDays": 14,
      "returnLift1D": -0.000270933916724613,
      "hitRateLift1D": -0.02657471264367811,
      "portfolioSize": 4,
      "activationRate": 0.30933333333333335,
      "activationCount": 116,
      "baselineHitRates": {
        "1": 0.5093333333333333,
        "5": 0.5202156334231806,
        "10": 0.5409836065573771
      },
      "sampleConfidence": 0.995977011494253,
      "shadowSharpeLike": -0.5773627950758979,
      "avgForwardReturns": {
        "1": -0.0006496182744051196,
        "5": -0.0018348959799645403,
        "10": 0.005118945486237658
      },
      "shadowMaxDrawdown": -0.15641442682839735,
      "shadowTotalReturn": -0.10253934171177381,
      "avgForwardReturn1D": -0.0006496182744051196,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-27",
        "2025-01-28",
        "2025-01-29",
        "2025-01-30",
        "2025-01-31",
        "2025-02-03",
        "2025-02-04",
        "2025-02-05",
        "2025-02-07",
        "2025-02-10"
      ],
      "horizonObservationCounts": {
        "1": 116,
        "5": 113,
        "10": 112
      },
      "baselineAvgForwardReturns": {
        "1": -0.00037868435768050664,
        "5": -0.0008734503645093838,
        "10": -0.0016941255973235792
      }
    },
    {
      "topN": 5,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.4827586206896552,
        "5": 0.49557522123893805,
        "10": 0.5982142857142857
      },
      "hitRate1D": 0.4827586206896552,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.12738133015077788,
      "eligibleDays": 375,
      "fitnessScore": -0.07334896314577852,
      "lookbackDays": 14,
      "returnLift1D": -0.000270933916724613,
      "hitRateLift1D": -0.02657471264367811,
      "portfolioSize": 5,
      "activationRate": 0.30933333333333335,
      "activationCount": 116,
      "baselineHitRates": {
        "1": 0.5093333333333333,
        "5": 0.5202156334231806,
        "10": 0.5409836065573771
      },
      "sampleConfidence": 0.995977011494253,
      "shadowSharpeLike": -0.5773627950758979,
      "avgForwardReturns": {
        "1": -0.0006496182744051196,
        "5": -0.0018348959799645403,
        "10": 0.005118945486237658
      },
      "shadowMaxDrawdown": -0.15641442682839735,
      "shadowTotalReturn": -0.10253934171177381,
      "avgForwardReturn1D": -0.0006496182744051196,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-27",
        "2025-01-28",
        "2025-01-29",
        "2025-01-30",
        "2025-01-31",
        "2025-02-03",
        "2025-02-04",
        "2025-02-05",
        "2025-02-07",
        "2025-02-10"
      ],
      "horizonObservationCounts": {
        "1": 116,
        "5": 113,
        "10": 112
      },
      "baselineAvgForwardReturns": {
        "1": -0.00037868435768050664,
        "5": -0.0008734503645093838,
        "10": -0.0016941255973235792
      }
    },
    {
      "topN": 2,
      "ticker": "ROL",
      "hitRates": {
        "1": 0.4583333333333333,
        "5": 0.43478260869565216,
        "10": 0.5942028985507246
      },
      "hitRate1D": 0.4583333333333333,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.10679479761359681,
      "eligibleDays": 375,
      "fitnessScore": -0.1172595687163257,
      "lookbackDays": 14,
      "returnLift1D": -0.0002795249617393627,
      "hitRateLift1D": -0.05099999999999999,
      "portfolioSize": 2,
      "activationRate": 0.192,
      "activationCount": 72,
      "baselineHitRates": {
        "1": 0.5093333333333333,
        "5": 0.5202156334231806,
        "10": 0.5409836065573771
      },
      "sampleConfidence": 0.9944444444444445,
      "shadowSharpeLike": -0.48211321059035195,
      "avgForwardReturns": {
        "1": -0.0006582093194198693,
        "5": -0.0017247793162753168,
        "10": 0.007945520880191667
      },
      "shadowMaxDrawdown": -0.12189752426576239,
      "shadowTotalReturn": -0.07246926332849102,
      "avgForwardReturn1D": -0.0006582093194198693,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-28",
        "2025-01-29",
        "2025-01-31",
        "2025-02-10",
        "2025-02-13",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-02-28",
        "2025-03-03"
      ],
      "horizonObservationCounts": {
        "1": 72,
        "5": 69,
        "10": 69
      },
      "baselineAvgForwardReturns": {
        "1": -0.00037868435768050664,
        "5": -0.0008734503645093838,
        "10": -0.0016941255973235792
      }
    }
  ],
  "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": 0.24734378410061697,
      "fitnessScore": 0.10517754001352586,
      "lookbackDays": 14,
      "returnLift1D": 0.0005313528372493172,
      "activationRate": 0.27466666666666667,
      "activationCount": 103,
      "sampleConfidence": 0.996116504854369,
      "bestPortfolioSize": 3,
      "shadowTotalReturn": -0.012134743347456234,
      "avgForwardReturn1D": 0.0001526684795688106
    },
    {
      "comboQuality": 0.5175495861379082,
      "fitnessScore": 0.3654499824320606,
      "lookbackDays": 21,
      "returnLift1D": 0.0016615975116798865,
      "activationRate": 0.2608695652173913,
      "activationCount": 96,
      "sampleConfidence": 1,
      "bestPortfolioSize": 3,
      "shadowTotalReturn": 0.10006179124481962,
      "avgForwardReturn1D": 0.001217206828384482
    },
    {
      "comboQuality": 0.47456857853595225,
      "fitnessScore": 0.3276010201663078,
      "lookbackDays": 30,
      "returnLift1D": 0.0015242045818541902,
      "activationRate": 0.23119777158774374,
      "activationCount": 83,
      "sampleConfidence": 1,
      "bestPortfolioSize": 3,
      "shadowTotalReturn": 0.06816866588417136,
      "avgForwardReturn1D": 0.0010055726255927076
    },
    {
      "comboQuality": 0.4141574567404441,
      "fitnessScore": 0.27370293868632484,
      "lookbackDays": 45,
      "returnLift1D": 0.0016723675083243988,
      "activationRate": 0.27325581395348836,
      "activationCount": 94,
      "sampleConfidence": 1,
      "bestPortfolioSize": 4,
      "shadowTotalReturn": 0.08341096152455285,
      "avgForwardReturn1D": 0.0010320102620789571
    },
    {
      "comboQuality": 0.3411965032114763,
      "fitnessScore": 0.2052473174111247,
      "lookbackDays": 63,
      "returnLift1D": 0.002127383895467255,
      "activationRate": 0.15337423312883436,
      "activationCount": 50,
      "sampleConfidence": 1,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": 0.053075806745155774,
      "avgForwardReturn1D": 0.0012422559369419629
    }
  ],
  "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": "a166b8c02a46f9bc9e2bdcf9f949731bc2e4e7863e7ef786f8ada47dca438b18",
    "size": 13,
    "members": [
      "ROL",
      "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."
}