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  "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."
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        "10": 0.48580441640378547
      },
      "sampleConfidence": 0.9973856209150327,
      "shadowSharpeLike": -2.2370806903291705,
      "avgForwardReturns": {
        "1": -0.006113090514012645,
        "5": -0.015546686021135033,
        "10": -0.029618512377392273
      },
      "shadowMaxDrawdown": -0.3065471536329403,
      "shadowTotalReturn": -0.2825980380443053,
      "avgForwardReturn1D": -0.006113090514012645,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-09-02",
        "2025-09-03",
        "2025-09-04",
        "2025-09-05",
        "2025-09-08",
        "2025-09-09",
        "2025-10-01",
        "2025-10-08",
        "2025-10-09",
        "2025-10-10"
      ],
      "horizonObservationCounts": {
        "1": 51,
        "5": 51,
        "10": 49
      },
      "baselineAvgForwardReturns": {
        "1": 0.000497750798407754,
        "5": 0.003137503899020467,
        "10": 0.006242972328288539
      }
    }
  ],
  "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": 0.03506141922504972,
      "fitnessScore": -0.3792918806538793,
      "lookbackDays": 14,
      "returnLift1D": -0.0034096918508489276,
      "activationRate": 0.19466666666666665,
      "activationCount": 73,
      "sampleConfidence": 0.9881278538812786,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": -0.2386534952181022,
      "avgForwardReturn1D": -0.0032929134894794
    },
    {
      "comboQuality": 0.03792634580889834,
      "fitnessScore": -0.36135790014875874,
      "lookbackDays": 21,
      "returnLift1D": -0.0029379437456661297,
      "activationRate": 0.22826086956521738,
      "activationCount": 84,
      "sampleConfidence": 0.9896825396825397,
      "bestPortfolioSize": 3,
      "shadowTotalReturn": -0.23802550520132737,
      "avgForwardReturn1D": -0.002870306342393059
    },
    {
      "comboQuality": 0.11049779715929951,
      "fitnessScore": -0.10884660757031427,
      "lookbackDays": 30,
      "returnLift1D": -0.0015938707346186687,
      "activationRate": 0.21727019498607242,
      "activationCount": 78,
      "sampleConfidence": 0.9888888888888889,
      "bestPortfolioSize": 3,
      "shadowTotalReturn": -0.11596470606904419,
      "avgForwardReturn1D": -0.00134290938259075
    },
    {
      "comboQuality": 0.05359884581757703,
      "fitnessScore": -0.2816505794770602,
      "lookbackDays": 45,
      "returnLift1D": -0.002397314484342699,
      "activationRate": 0.16279069767441862,
      "activationCount": 56,
      "sampleConfidence": 0.986904761904762,
      "bestPortfolioSize": 3,
      "shadowTotalReturn": -0.14125351354007998,
      "avgForwardReturn1D": -0.002256067091426131
    },
    {
      "comboQuality": 0.023283553018883234,
      "fitnessScore": -0.47201881285600183,
      "lookbackDays": 63,
      "returnLift1D": -0.007048837549939035,
      "activationRate": 0.04294478527607362,
      "activationCount": 14,
      "sampleConfidence": 0.9101630145937416,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": -0.09282791341653052,
      "avgForwardReturn1D": -0.006551086751531281
    }
  ],
  "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": "4c0a2d091ccdeae94e36c48240bd9e9ee91e340ec7ba4e3f28284b1d9d2d9fde",
    "size": 13,
    "members": [
      "OMC",
      "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."
}