{
  "config": {
    "topNs": [
      2,
      3,
      4,
      5
    ],
    "universe": [
      "XLK",
      "XLF",
      "XLV",
      "XLY",
      "XLI",
      "XLP",
      "XLE",
      "XLB",
      "XLU",
      "XLRE",
      "XLC",
      "SMH",
      "SBLK"
    ],
    "lookbacks": [
      14,
      21,
      30,
      45,
      63
    ],
    "forwardDays": [
      1,
      5,
      10
    ],
    "maxHoldings": 5,
    "minHoldings": 2,
    "fallbackTicker": "VOO",
    "riskOffEnabled": true,
    "adaptationSpeed": "balanced",
    "benchmarkTicker": "VOO"
  },
  "ticker": "SBLK",
  "fitScope": "universe_conditioned",
  "algorithm": "aptet",
  "bestCombo": {
    "topN": 5,
    "ticker": "SBLK",
    "hitRates": {
      "1": 0.4482758620689655,
      "5": 0.5517241379310345,
      "10": 0.6428571428571429
    },
    "hitRate1D": 0.4482758620689655,
    "comboQuality": 0.2098194448646623,
    "eligibleDays": 339,
    "fitnessScore": 0.058276898963356416,
    "lookbackDays": 21,
    "returnLift1D": -0.0011906357926281443,
    "hitRateLift1D": -0.06600985221674871,
    "activationRate": 0.0855457227138643,
    "activationCount": 29,
    "baselineHitRates": {
      "1": 0.5142857142857142,
      "5": 0.6451612903225806,
      "10": 0.6842105263157895
    },
    "sampleConfidence": 0.9977011494252874,
    "shadowSharpeLike": 0.47659804798618055,
    "avgForwardReturns": {
      "1": 0.0025205561427725787,
      "5": 0.012550161292704897,
      "10": 0.022522340918083618
    },
    "shadowMaxDrawdown": -0.05242056647572291,
    "shadowTotalReturn": 0.06331889775147892,
    "avgForwardReturn1D": 0.0025205561427725787,
    "riskOffActivations": 0,
    "activationDatesSample": [
      "2026-04-22",
      "2026-04-24",
      "2026-04-28",
      "2026-04-29",
      "2026-04-30",
      "2026-05-04",
      "2026-05-05",
      "2026-05-06",
      "2026-05-07",
      "2026-05-08"
    ],
    "horizonObservationCounts": {
      "1": 29,
      "5": 29,
      "10": 28
    },
    "baselineAvgForwardReturns": {
      "1": 0.003711191935400723,
      "5": 0.019147106517248054,
      "10": 0.023515274443293738
    }
  },
  "dateRange": {
    "end": "2026-07-25",
    "start": "2025-01-01"
  },
  "scoreMode": "blended",
  "calibration": {
    "bestComboQuality": 0.2098194448646623,
    "comboQualityScale": 0.22,
    "comboQualityCenter": 0.35,
    "medianComboQuality": 0.08264414235813554,
    "bestRawFitnessScore": 0.058276898963356416,
    "upperQuartileComboQuality": 0.08575063558592437
  },
  "algorithmFit": {
    "label": "poor",
    "score": 0.10826468173532543,
    "rawScore": 0.13631194349150674,
    "confidence": 0.5884841630487225,
    "bestProfile": {
      "topN": 5,
      "lookbackDays": 21
    },
    "profileBreadth": 0,
    "recommendedRegion": {
      "topNs": [
        5
      ],
      "lookbackDays": [
        21
      ]
    },
    "parameterStability": 0.2517185546103604,
    "confidenceAdjustment": "conservative_penalty"
  },
  "rankedCombos": [
    {
      "topN": 5,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.4482758620689655,
        "5": 0.5517241379310345,
        "10": 0.6428571428571429
      },
      "hitRate1D": 0.4482758620689655,
      "comboQuality": 0.2098194448646623,
      "eligibleDays": 339,
      "fitnessScore": 0.058276898963356416,
      "lookbackDays": 21,
      "returnLift1D": -0.0011906357926281443,
      "hitRateLift1D": -0.06600985221674871,
      "activationRate": 0.0855457227138643,
      "activationCount": 29,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.9977011494252874,
      "shadowSharpeLike": 0.47659804798618055,
      "avgForwardReturns": {
        "1": 0.0025205561427725787,
        "5": 0.012550161292704897,
        "10": 0.022522340918083618
      },
      "shadowMaxDrawdown": -0.05242056647572291,
      "shadowTotalReturn": 0.06331889775147892,
      "avgForwardReturn1D": 0.0025205561427725787,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-04-22",
        "2026-04-24",
        "2026-04-28",
        "2026-04-29",
        "2026-04-30",
        "2026-05-04",
        "2026-05-05",
        "2026-05-06",
        "2026-05-07",
        "2026-05-08"
      ],
      "horizonObservationCounts": {
        "1": 29,
        "5": 29,
        "10": 28
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 3,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.4,
        "5": 0.4444444444444444,
        "10": 0.48
      },
      "hitRate1D": 0.4,
      "comboQuality": 0.15475887329124233,
      "eligibleDays": 330,
      "fitnessScore": -0.023505812736792,
      "lookbackDays": 30,
      "returnLift1D": -0.0016271769974816538,
      "hitRateLift1D": -0.11428571428571421,
      "activationRate": 0.09090909090909091,
      "activationCount": 30,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.9822222222222223,
      "shadowSharpeLike": 0.44052461657664455,
      "avgForwardReturns": {
        "1": 0.002084014937919069,
        "5": 0.0032389913882360645,
        "10": -0.005347191096512653
      },
      "shadowMaxDrawdown": -0.054668086616968536,
      "shadowTotalReturn": 0.05568284410875379,
      "avgForwardReturn1D": 0.002084014937919069,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-05-05",
        "2026-05-06",
        "2026-05-07",
        "2026-05-08",
        "2026-05-11",
        "2026-05-12",
        "2026-05-13",
        "2026-05-14",
        "2026-05-15",
        "2026-05-18"
      ],
      "horizonObservationCounts": {
        "1": 30,
        "5": 27,
        "10": 25
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 4,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.4,
        "5": 0.4444444444444444,
        "10": 0.48
      },
      "hitRate1D": 0.4,
      "comboQuality": 0.15475887329124233,
      "eligibleDays": 330,
      "fitnessScore": -0.023505812736792,
      "lookbackDays": 30,
      "returnLift1D": -0.0016271769974816538,
      "hitRateLift1D": -0.11428571428571421,
      "activationRate": 0.09090909090909091,
      "activationCount": 30,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.9822222222222223,
      "shadowSharpeLike": 0.44052461657664455,
      "avgForwardReturns": {
        "1": 0.002084014937919069,
        "5": 0.0032389913882360645,
        "10": -0.005347191096512653
      },
      "shadowMaxDrawdown": -0.054668086616968536,
      "shadowTotalReturn": 0.05568284410875379,
      "avgForwardReturn1D": 0.002084014937919069,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-05-05",
        "2026-05-06",
        "2026-05-07",
        "2026-05-08",
        "2026-05-11",
        "2026-05-12",
        "2026-05-13",
        "2026-05-14",
        "2026-05-15",
        "2026-05-18"
      ],
      "horizonObservationCounts": {
        "1": 30,
        "5": 27,
        "10": 25
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 5,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.4,
        "5": 0.4444444444444444,
        "10": 0.48
      },
      "hitRate1D": 0.4,
      "comboQuality": 0.15475887329124233,
      "eligibleDays": 330,
      "fitnessScore": -0.023505812736792,
      "lookbackDays": 30,
      "returnLift1D": -0.0016271769974816538,
      "hitRateLift1D": -0.11428571428571421,
      "activationRate": 0.09090909090909091,
      "activationCount": 30,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.9822222222222223,
      "shadowSharpeLike": 0.44052461657664455,
      "avgForwardReturns": {
        "1": 0.002084014937919069,
        "5": 0.0032389913882360645,
        "10": -0.005347191096512653
      },
      "shadowMaxDrawdown": -0.054668086616968536,
      "shadowTotalReturn": 0.05568284410875379,
      "avgForwardReturn1D": 0.002084014937919069,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-05-05",
        "2026-05-06",
        "2026-05-07",
        "2026-05-08",
        "2026-05-11",
        "2026-05-12",
        "2026-05-13",
        "2026-05-14",
        "2026-05-15",
        "2026-05-18"
      ],
      "horizonObservationCounts": {
        "1": 30,
        "5": 27,
        "10": 25
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 3,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.4,
        "5": 0.45,
        "10": 0.55
      },
      "hitRate1D": 0.4,
      "comboQuality": 0.09223589968594251,
      "eligibleDays": 339,
      "fitnessScore": -0.1530597266476424,
      "lookbackDays": 21,
      "returnLift1D": -0.0034077590335785746,
      "hitRateLift1D": -0.11428571428571421,
      "activationRate": 0.058997050147492625,
      "activationCount": 20,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.018099263404719176,
      "avgForwardReturns": {
        "1": 0.0003034329018221482,
        "5": 0.004333607618025781,
        "10": 0.010342223303773606
      },
      "shadowMaxDrawdown": -0.046397379912663794,
      "shadowTotalReturn": -0.0027490128014485693,
      "avgForwardReturn1D": 0.0003034329018221482,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-04-22",
        "2026-04-29",
        "2026-04-30",
        "2026-05-06",
        "2026-05-07",
        "2026-05-08",
        "2026-05-11",
        "2026-05-12",
        "2026-05-13",
        "2026-05-14"
      ],
      "horizonObservationCounts": {
        "1": 20,
        "5": 20,
        "10": 20
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 3,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.4375,
        "5": 0.3333333333333333,
        "10": 0
      },
      "hitRate1D": 0.4375,
      "comboQuality": 0.08358888088591833,
      "eligibleDays": 315,
      "fitnessScore": -0.17680200682784147,
      "lookbackDays": 45,
      "returnLift1D": -0.005372243895124499,
      "hitRateLift1D": -0.07678571428571423,
      "activationRate": 0.05396825396825397,
      "activationCount": 17,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.9139376902491481,
      "shadowSharpeLike": -0.4144676010417871,
      "avgForwardReturns": {
        "1": -0.0016610519597237763,
        "5": -0.011296861023540272,
        "10": -0.04831356607353094
      },
      "shadowMaxDrawdown": -0.054668086616968425,
      "shadowTotalReturn": -0.028915327276455738,
      "avgForwardReturn1D": -0.0016610519597237763,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-05-27",
        "2026-05-28",
        "2026-05-29",
        "2026-06-01",
        "2026-06-02",
        "2026-06-03",
        "2026-06-04",
        "2026-06-05",
        "2026-06-08",
        "2026-06-09"
      ],
      "horizonObservationCounts": {
        "1": 16,
        "5": 12,
        "10": 12
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 4,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.4375,
        "5": 0.3333333333333333,
        "10": 0
      },
      "hitRate1D": 0.4375,
      "comboQuality": 0.08358888088591833,
      "eligibleDays": 315,
      "fitnessScore": -0.17680200682784147,
      "lookbackDays": 45,
      "returnLift1D": -0.005372243895124499,
      "hitRateLift1D": -0.07678571428571423,
      "activationRate": 0.05396825396825397,
      "activationCount": 17,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.9139376902491481,
      "shadowSharpeLike": -0.4144676010417871,
      "avgForwardReturns": {
        "1": -0.0016610519597237763,
        "5": -0.011296861023540272,
        "10": -0.04831356607353094
      },
      "shadowMaxDrawdown": -0.054668086616968425,
      "shadowTotalReturn": -0.028915327276455738,
      "avgForwardReturn1D": -0.0016610519597237763,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-05-27",
        "2026-05-28",
        "2026-05-29",
        "2026-06-01",
        "2026-06-02",
        "2026-06-03",
        "2026-06-04",
        "2026-06-05",
        "2026-06-08",
        "2026-06-09"
      ],
      "horizonObservationCounts": {
        "1": 16,
        "5": 12,
        "10": 12
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 5,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.4375,
        "5": 0.3333333333333333,
        "10": 0
      },
      "hitRate1D": 0.4375,
      "comboQuality": 0.08358888088591833,
      "eligibleDays": 315,
      "fitnessScore": -0.17680200682784147,
      "lookbackDays": 45,
      "returnLift1D": -0.005372243895124499,
      "hitRateLift1D": -0.07678571428571423,
      "activationRate": 0.05396825396825397,
      "activationCount": 17,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.9139376902491481,
      "shadowSharpeLike": -0.4144676010417871,
      "avgForwardReturns": {
        "1": -0.0016610519597237763,
        "5": -0.011296861023540272,
        "10": -0.04831356607353094
      },
      "shadowMaxDrawdown": -0.054668086616968425,
      "shadowTotalReturn": -0.028915327276455738,
      "avgForwardReturn1D": -0.0016610519597237763,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-05-27",
        "2026-05-28",
        "2026-05-29",
        "2026-06-01",
        "2026-06-02",
        "2026-06-03",
        "2026-06-04",
        "2026-06-05",
        "2026-06-08",
        "2026-06-09"
      ],
      "horizonObservationCounts": {
        "1": 16,
        "5": 12,
        "10": 12
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 2,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08264414235813554,
      "eligibleDays": 339,
      "fitnessScore": -0.179529333366764,
      "lookbackDays": 21,
      "returnLift1D": -0.003711191935400723,
      "hitRateLift1D": -0.5142857142857142,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "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": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 2,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08264414235813554,
      "eligibleDays": 315,
      "fitnessScore": -0.179529333366764,
      "lookbackDays": 45,
      "returnLift1D": -0.003711191935400723,
      "hitRateLift1D": -0.5142857142857142,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "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": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 2,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08264414235813554,
      "eligibleDays": 297,
      "fitnessScore": -0.179529333366764,
      "lookbackDays": 63,
      "returnLift1D": -0.003711191935400723,
      "hitRateLift1D": -0.5142857142857142,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "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": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 3,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08264414235813554,
      "eligibleDays": 297,
      "fitnessScore": -0.179529333366764,
      "lookbackDays": 63,
      "returnLift1D": -0.003711191935400723,
      "hitRateLift1D": -0.5142857142857142,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "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": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 4,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08264414235813554,
      "eligibleDays": 297,
      "fitnessScore": -0.179529333366764,
      "lookbackDays": 63,
      "returnLift1D": -0.003711191935400723,
      "hitRateLift1D": -0.5142857142857142,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "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": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 5,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08264414235813554,
      "eligibleDays": 297,
      "fitnessScore": -0.179529333366764,
      "lookbackDays": 63,
      "returnLift1D": -0.003711191935400723,
      "hitRateLift1D": -0.5142857142857142,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "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": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 5,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.3548387096774194,
        "5": 0.43333333333333335,
        "10": 0.5517241379310345
      },
      "hitRate1D": 0.3548387096774194,
      "comboQuality": 0.07485410330708306,
      "eligibleDays": 352,
      "fitnessScore": -0.20317031472219063,
      "lookbackDays": 14,
      "returnLift1D": -0.003147704193681139,
      "hitRateLift1D": -0.15944700460829486,
      "activationRate": 0.08806818181818182,
      "activationCount": 31,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.9935483870967743,
      "shadowSharpeLike": 0.07912881498087464,
      "avgForwardReturns": {
        "1": 0.0005634877417195841,
        "5": 0.0008248081122058733,
        "10": 0.0040354658346057354
      },
      "shadowMaxDrawdown": -0.09378994522472106,
      "shadowTotalReturn": 0.004284687068198512,
      "avgForwardReturn1D": 0.0005634877417195841,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-04-13",
        "2026-04-15",
        "2026-04-16",
        "2026-04-17",
        "2026-04-20",
        "2026-04-21",
        "2026-04-30",
        "2026-05-05",
        "2026-05-06",
        "2026-05-07"
      ],
      "horizonObservationCounts": {
        "1": 31,
        "5": 30,
        "10": 29
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 4,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.38461538461538464,
        "5": 0.5,
        "10": 0.6153846153846154
      },
      "hitRate1D": 0.38461538461538464,
      "comboQuality": 0.06075917964362458,
      "eligibleDays": 339,
      "fitnessScore": -0.25239382169556235,
      "lookbackDays": 21,
      "returnLift1D": -0.004792540107603457,
      "hitRateLift1D": -0.1296703296703296,
      "activationRate": 0.07669616519174041,
      "activationCount": 26,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.2819020993453172,
      "avgForwardReturns": {
        "1": -0.001081348172202734,
        "5": 0.00907258840123874,
        "10": 0.021052812641512524
      },
      "shadowMaxDrawdown": -0.0672894393932072,
      "shadowTotalReturn": -0.03876212829911252,
      "avgForwardReturn1D": -0.001081348172202734,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-04-22",
        "2026-04-24",
        "2026-04-28",
        "2026-04-29",
        "2026-04-30",
        "2026-05-04",
        "2026-05-06",
        "2026-05-07",
        "2026-05-08",
        "2026-05-11"
      ],
      "horizonObservationCounts": {
        "1": 26,
        "5": 26,
        "10": 26
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 4,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.2692307692307692,
        "5": 0.36,
        "10": 0.48
      },
      "hitRate1D": 0.2692307692307692,
      "comboQuality": 0.017917878780317895,
      "eligibleDays": 352,
      "fitnessScore": -0.530852698538631,
      "lookbackDays": 14,
      "returnLift1D": -0.006648485743150785,
      "hitRateLift1D": -0.24505494505494502,
      "activationRate": 0.07386363636363637,
      "activationCount": 26,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.9948717948717949,
      "shadowSharpeLike": -0.7783237878676486,
      "avgForwardReturns": {
        "1": -0.0029372938077500623,
        "5": -0.003368516039854659,
        "10": -0.0016764464095011177
      },
      "shadowMaxDrawdown": -0.10071273491091226,
      "shadowTotalReturn": -0.08378019603302089,
      "avgForwardReturn1D": -0.0029372938077500623,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-04-13",
        "2026-04-15",
        "2026-04-16",
        "2026-04-20",
        "2026-05-06",
        "2026-05-07",
        "2026-05-08",
        "2026-05-11",
        "2026-05-12",
        "2026-05-13"
      ],
      "horizonObservationCounts": {
        "1": 26,
        "5": 25,
        "10": 25
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 3,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.2608695652173913,
        "5": 0.36363636363636365,
        "10": 0.5
      },
      "hitRate1D": 0.2608695652173913,
      "comboQuality": 0.01265409794921613,
      "eligibleDays": 352,
      "fitnessScore": -0.6085486514503033,
      "lookbackDays": 14,
      "returnLift1D": -0.00788587986017905,
      "hitRateLift1D": -0.25341614906832294,
      "activationRate": 0.06534090909090909,
      "activationCount": 23,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.9942028985507247,
      "shadowSharpeLike": -1.0432727610725339,
      "avgForwardReturns": {
        "1": -0.004174687924778327,
        "5": -0.0013002256132349358,
        "10": -0.0012212381427249058
      },
      "shadowMaxDrawdown": -0.11979719453138604,
      "shadowTotalReturn": -0.10106867483225246,
      "avgForwardReturn1D": -0.004174687924778327,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-04-13",
        "2026-04-15",
        "2026-04-16",
        "2026-05-06",
        "2026-05-07",
        "2026-05-08",
        "2026-05-11",
        "2026-05-12",
        "2026-05-13",
        "2026-05-14"
      ],
      "horizonObservationCounts": {
        "1": 23,
        "5": 22,
        "10": 22
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 2,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.009760130228663082,
      "eligibleDays": 330,
      "fitnessScore": -0.6663211218692647,
      "lookbackDays": 30,
      "returnLift1D": -0.03181338171642258,
      "hitRateLift1D": -0.5142857142857142,
      "activationRate": 0.0030303030303030303,
      "activationCount": 1,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.5063170720958218,
      "shadowSharpeLike": -0.8890504515467393,
      "avgForwardReturns": {
        "1": -0.028102189781021858,
        "5": -0.01532846715328462,
        "10": 0
      },
      "shadowMaxDrawdown": -0.029087888686131214,
      "shadowTotalReturn": -0.029087888686131214,
      "avgForwardReturn1D": -0.028102189781021858,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-06-08"
      ],
      "horizonObservationCounts": {
        "1": 1,
        "5": 1,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    },
    {
      "topN": 2,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0,
        "5": 0.3333333333333333,
        "10": 0.25
      },
      "hitRate1D": 0,
      "comboQuality": 0.0072598601480172225,
      "eligibleDays": 352,
      "fitnessScore": -0.7319838419529113,
      "lookbackDays": 14,
      "returnLift1D": -0.015251703976386163,
      "hitRateLift1D": -0.5142857142857142,
      "activationRate": 0.011363636363636364,
      "activationCount": 4,
      "baselineHitRates": {
        "1": 0.5142857142857142,
        "5": 0.6451612903225806,
        "10": 0.6842105263157895
      },
      "sampleConfidence": 0.6793008108583103,
      "shadowSharpeLike": -1.5907981486979017,
      "avgForwardReturns": {
        "1": -0.01154051204098544,
        "5": -0.001705047181261891,
        "10": -0.03141437355597748
      },
      "shadowMaxDrawdown": -0.04926950226776772,
      "shadowTotalReturn": -0.04926950226776772,
      "avgForwardReturn1D": -0.01154051204098544,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2026-04-15",
        "2026-05-06",
        "2026-05-14",
        "2026-06-12"
      ],
      "horizonObservationCounts": {
        "1": 4,
        "5": 3,
        "10": 4
      },
      "baselineAvgForwardReturns": {
        "1": 0.003711191935400723,
        "5": 0.019147106517248054,
        "10": 0.023515274443293738
      }
    }
  ],
  "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": 5,
      "comboQuality": 0.07485410330708306,
      "fitnessScore": -0.20317031472219063,
      "lookbackDays": 14,
      "returnLift1D": -0.003147704193681139,
      "activationRate": 0.08806818181818182,
      "activationCount": 31,
      "sampleConfidence": 0.9935483870967743,
      "shadowTotalReturn": 0.004284687068198512,
      "avgForwardReturn1D": 0.0005634877417195841
    },
    {
      "bestTopN": 5,
      "comboQuality": 0.2098194448646623,
      "fitnessScore": 0.058276898963356416,
      "lookbackDays": 21,
      "returnLift1D": -0.0011906357926281443,
      "activationRate": 0.0855457227138643,
      "activationCount": 29,
      "sampleConfidence": 0.9977011494252874,
      "shadowTotalReturn": 0.06331889775147892,
      "avgForwardReturn1D": 0.0025205561427725787
    },
    {
      "bestTopN": 3,
      "comboQuality": 0.15475887329124233,
      "fitnessScore": -0.023505812736792,
      "lookbackDays": 30,
      "returnLift1D": -0.0016271769974816538,
      "activationRate": 0.09090909090909091,
      "activationCount": 30,
      "sampleConfidence": 0.9822222222222223,
      "shadowTotalReturn": 0.05568284410875379,
      "avgForwardReturn1D": 0.002084014937919069
    },
    {
      "bestTopN": 3,
      "comboQuality": 0.08358888088591833,
      "fitnessScore": -0.17680200682784147,
      "lookbackDays": 45,
      "returnLift1D": -0.005372243895124499,
      "activationRate": 0.05396825396825397,
      "activationCount": 17,
      "sampleConfidence": 0.9139376902491481,
      "shadowTotalReturn": -0.028915327276455738,
      "avgForwardReturn1D": -0.0016610519597237763
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.08264414235813554,
      "fitnessScore": -0.179529333366764,
      "lookbackDays": 63,
      "returnLift1D": -0.003711191935400723,
      "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": "7e682a09c5fc1c921f3647e7161396f89967de78f3c8ea0a31675776706a4f5f",
    "size": 13,
    "members": [
      "SBLK",
      "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",
      "SBLK"
    ],
    "lookbacks": [
      14,
      21,
      30,
      45,
      63
    ],
    "forwardDays": [
      1,
      5,
      10
    ],
    "portfolioSizes": [
      2,
      3,
      4,
      5
    ],
    "safetyNetEquity": "VOO"
  },
  "ticker": "SBLK",
  "fitScope": "universe_conditioned",
  "algorithm": "force",
  "bestCombo": {
    "topN": 4,
    "ticker": "SBLK",
    "hitRates": {
      "1": 0.5545454545454546,
      "5": 0.6175115207373272,
      "10": 0.6901408450704225
    },
    "hitRate1D": 0.5545454545454546,
    "rankWeights": [
      0.4000000000000001,
      0.30000000000000004,
      0.20000000000000004,
      0.10000000000000002
    ],
    "comboQuality": 0.8928806604010436,
    "eligibleDays": 326,
    "fitnessScore": 0.8165120672677946,
    "lookbackDays": 63,
    "returnLift1D": -0.0006286578849143266,
    "hitRateLift1D": -0.009871723368655827,
    "portfolioSize": 4,
    "activationRate": 0.6748466257668712,
    "activationCount": 220,
    "baselineHitRates": {
      "1": 0.5644171779141104,
      "5": 0.6583850931677019,
      "10": 0.722397476340694
    },
    "sampleConfidence": 0.9969696969696971,
    "shadowSharpeLike": 1.0694856557543908,
    "avgForwardReturns": {
      "1": 0.001718423741156624,
      "5": 0.009129798933908428,
      "10": 0.01989466185696378
    },
    "shadowMaxDrawdown": -0.17489901124359952,
    "shadowTotalReturn": 0.37636477013813785,
    "avgForwardReturn1D": 0.001718423741156624,
    "riskOffActivations": 0,
    "activationDatesSample": [
      "2025-04-08",
      "2025-04-24",
      "2025-04-25",
      "2025-04-28",
      "2025-04-29",
      "2025-04-30",
      "2025-05-02",
      "2025-05-05",
      "2025-05-09",
      "2025-05-12"
    ],
    "horizonObservationCounts": {
      "1": 220,
      "5": 217,
      "10": 213
    },
    "baselineAvgForwardReturns": {
      "1": 0.0023470816260709507,
      "5": 0.011980159316742388,
      "10": 0.024030082680293628
    }
  },
  "dateRange": {
    "end": "2026-07-25",
    "start": "2025-01-01"
  },
  "scoreMode": "blended",
  "calibration": {
    "bestComboQuality": 0.8928806604010436,
    "comboQualityScale": 0.22,
    "comboQualityCenter": 0.35,
    "medianComboQuality": 0.5457716334413214,
    "bestRawFitnessScore": 0.8165120672677946,
    "upperQuartileComboQuality": 0.7003255166163368
  },
  "algorithmFit": {
    "label": "good",
    "score": 0.6676771945662736,
    "rawScore": 0.6909407580715783,
    "confidence": 0.9326611920528948,
    "bestProfile": {
      "lookbackDays": 63,
      "portfolioSize": 4
    },
    "profileBreadth": 0.29986965313414854,
    "recommendedRegion": {
      "lookbackDays": [
        45,
        63
      ],
      "portfolioSizes": [
        4,
        5
      ]
    },
    "parameterStability": 0.8180931324040447,
    "confidenceAdjustment": "conservative_penalty"
  },
  "rankedCombos": [
    {
      "topN": 4,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5545454545454546,
        "5": 0.6175115207373272,
        "10": 0.6901408450704225
      },
      "hitRate1D": 0.5545454545454546,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.8928806604010436,
      "eligibleDays": 326,
      "fitnessScore": 0.8165120672677946,
      "lookbackDays": 63,
      "returnLift1D": -0.0006286578849143266,
      "hitRateLift1D": -0.009871723368655827,
      "portfolioSize": 4,
      "activationRate": 0.6748466257668712,
      "activationCount": 220,
      "baselineHitRates": {
        "1": 0.5644171779141104,
        "5": 0.6583850931677019,
        "10": 0.722397476340694
      },
      "sampleConfidence": 0.9969696969696971,
      "shadowSharpeLike": 1.0694856557543908,
      "avgForwardReturns": {
        "1": 0.001718423741156624,
        "5": 0.009129798933908428,
        "10": 0.01989466185696378
      },
      "shadowMaxDrawdown": -0.17489901124359952,
      "shadowTotalReturn": 0.37636477013813785,
      "avgForwardReturn1D": 0.001718423741156624,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-08",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-02",
        "2025-05-05",
        "2025-05-09",
        "2025-05-12"
      ],
      "horizonObservationCounts": {
        "1": 220,
        "5": 217,
        "10": 213
      },
      "baselineAvgForwardReturns": {
        "1": 0.0023470816260709507,
        "5": 0.011980159316742388,
        "10": 0.024030082680293628
      }
    },
    {
      "topN": 5,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5545454545454546,
        "5": 0.6175115207373272,
        "10": 0.6901408450704225
      },
      "hitRate1D": 0.5545454545454546,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.8928806604010436,
      "eligibleDays": 326,
      "fitnessScore": 0.8165120672677946,
      "lookbackDays": 63,
      "returnLift1D": -0.0006286578849143266,
      "hitRateLift1D": -0.009871723368655827,
      "portfolioSize": 5,
      "activationRate": 0.6748466257668712,
      "activationCount": 220,
      "baselineHitRates": {
        "1": 0.5644171779141104,
        "5": 0.6583850931677019,
        "10": 0.722397476340694
      },
      "sampleConfidence": 0.9969696969696971,
      "shadowSharpeLike": 1.0694856557543908,
      "avgForwardReturns": {
        "1": 0.001718423741156624,
        "5": 0.009129798933908428,
        "10": 0.01989466185696378
      },
      "shadowMaxDrawdown": -0.17489901124359952,
      "shadowTotalReturn": 0.37636477013813785,
      "avgForwardReturn1D": 0.001718423741156624,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-08",
        "2025-04-24",
        "2025-04-25",
        "2025-04-28",
        "2025-04-29",
        "2025-04-30",
        "2025-05-02",
        "2025-05-05",
        "2025-05-09",
        "2025-05-12"
      ],
      "horizonObservationCounts": {
        "1": 220,
        "5": 217,
        "10": 213
      },
      "baselineAvgForwardReturns": {
        "1": 0.0023470816260709507,
        "5": 0.011980159316742388,
        "10": 0.024030082680293628
      }
    },
    {
      "topN": 4,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5370370370370371,
        "5": 0.5879629629629629,
        "10": 0.6574074074074074
      },
      "hitRate1D": 0.5370370370370371,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.8313371458711254,
      "eligibleDays": 344,
      "fitnessScore": 0.7009294023902376,
      "lookbackDays": 45,
      "returnLift1D": -0.00044028138030002134,
      "hitRateLift1D": -0.021102497846683832,
      "portfolioSize": 4,
      "activationRate": 0.627906976744186,
      "activationCount": 216,
      "baselineHitRates": {
        "1": 0.5581395348837209,
        "5": 0.6352941176470588,
        "10": 0.6895522388059702
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.9654062323173087,
      "avgForwardReturns": {
        "1": 0.0015053956810933565,
        "5": 0.004906890525273879,
        "10": 0.009135671503329692
      },
      "shadowMaxDrawdown": -0.17489901124359974,
      "shadowTotalReturn": 0.31605235747039817,
      "avgForwardReturn1D": 0.0015053956810933565,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "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",
        "2025-03-25"
      ],
      "horizonObservationCounts": {
        "1": 216,
        "5": 216,
        "10": 216
      },
      "baselineAvgForwardReturns": {
        "1": 0.0019456770613933778,
        "5": 0.008839008570976501,
        "10": 0.017454078478119285
      }
    },
    {
      "topN": 5,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5370370370370371,
        "5": 0.5879629629629629,
        "10": 0.6574074074074074
      },
      "hitRate1D": 0.5370370370370371,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.8313371458711254,
      "eligibleDays": 344,
      "fitnessScore": 0.7009294023902376,
      "lookbackDays": 45,
      "returnLift1D": -0.00044028138030002134,
      "hitRateLift1D": -0.021102497846683832,
      "portfolioSize": 5,
      "activationRate": 0.627906976744186,
      "activationCount": 216,
      "baselineHitRates": {
        "1": 0.5581395348837209,
        "5": 0.6352941176470588,
        "10": 0.6895522388059702
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.9654062323173087,
      "avgForwardReturns": {
        "1": 0.0015053956810933565,
        "5": 0.004906890525273879,
        "10": 0.009135671503329692
      },
      "shadowMaxDrawdown": -0.17489901124359974,
      "shadowTotalReturn": 0.31605235747039817,
      "avgForwardReturn1D": 0.0015053956810933565,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "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",
        "2025-03-25"
      ],
      "horizonObservationCounts": {
        "1": 216,
        "5": 216,
        "10": 216
      },
      "baselineAvgForwardReturns": {
        "1": 0.0019456770613933778,
        "5": 0.008839008570976501,
        "10": 0.017454078478119285
      }
    },
    {
      "topN": 3,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5339805825242718,
        "5": 0.5776699029126213,
        "10": 0.6504854368932039
      },
      "hitRate1D": 0.5339805825242718,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.7483675078749267,
      "eligibleDays": 344,
      "fitnessScore": 0.589783394295427,
      "lookbackDays": 45,
      "returnLift1D": -0.0006504386211186367,
      "hitRateLift1D": -0.024158952359449093,
      "portfolioSize": 3,
      "activationRate": 0.5988372093023255,
      "activationCount": 206,
      "baselineHitRates": {
        "1": 0.5581395348837209,
        "5": 0.6352941176470588,
        "10": 0.6895522388059702
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.7887991498716815,
      "avgForwardReturns": {
        "1": 0.0012952384402747411,
        "5": 0.0034988268027294762,
        "10": 0.008076154196412447
      },
      "shadowMaxDrawdown": -0.1723008154408774,
      "shadowTotalReturn": 0.24016019392690136,
      "avgForwardReturn1D": 0.0012952384402747411,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "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",
        "2025-03-25"
      ],
      "horizonObservationCounts": {
        "1": 206,
        "5": 206,
        "10": 206
      },
      "baselineAvgForwardReturns": {
        "1": 0.0019456770613933778,
        "5": 0.008839008570976501,
        "10": 0.017454078478119285
      }
    },
    {
      "topN": 3,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5384615384615384,
        "5": 0.5958549222797928,
        "10": 0.6736842105263158
      },
      "hitRate1D": 0.5384615384615384,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.6843115195301401,
      "eligibleDays": 326,
      "fitnessScore": 0.5202046160769136,
      "lookbackDays": 63,
      "returnLift1D": -0.0011520220293738627,
      "hitRateLift1D": -0.025955639452571955,
      "portfolioSize": 3,
      "activationRate": 0.598159509202454,
      "activationCount": 195,
      "baselineHitRates": {
        "1": 0.5644171779141104,
        "5": 0.6583850931677019,
        "10": 0.722397476340694
      },
      "sampleConfidence": 0.9976068376068377,
      "shadowSharpeLike": 0.7121878788681553,
      "avgForwardReturns": {
        "1": 0.001195059596697088,
        "5": 0.0077584198514868054,
        "10": 0.017245515056228237
      },
      "shadowMaxDrawdown": -0.22422997170772319,
      "shadowTotalReturn": 0.19904190016505185,
      "avgForwardReturn1D": 0.001195059596697088,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-04-28",
        "2025-05-09",
        "2025-05-12",
        "2025-05-13",
        "2025-05-14",
        "2025-05-15",
        "2025-05-16",
        "2025-05-20",
        "2025-05-21",
        "2025-05-22"
      ],
      "horizonObservationCounts": {
        "1": 195,
        "5": 193,
        "10": 190
      },
      "baselineAvgForwardReturns": {
        "1": 0.0023470816260709507,
        "5": 0.011980159316742388,
        "10": 0.024030082680293628
      }
    },
    {
      "topN": 3,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.536723163841808,
        "5": 0.632183908045977,
        "10": 0.6242774566473989
      },
      "hitRate1D": 0.536723163841808,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.6056239997688626,
      "eligibleDays": 375,
      "fitnessScore": 0.4443700035386223,
      "lookbackDays": 14,
      "returnLift1D": -0.00073618079690945,
      "hitRateLift1D": -0.020610169491525387,
      "portfolioSize": 3,
      "activationRate": 0.472,
      "activationCount": 177,
      "baselineHitRates": {
        "1": 0.5573333333333333,
        "5": 0.6415094339622641,
        "10": 0.6912568306010929
      },
      "sampleConfidence": 0.9973634651600753,
      "shadowSharpeLike": 0.5981673262121446,
      "avgForwardReturns": {
        "1": 0.0012523022789269827,
        "5": 0.008829553265098588,
        "10": 0.01099160997138293
      },
      "shadowMaxDrawdown": -0.15770723044477852,
      "shadowTotalReturn": 0.16738980814099746,
      "avgForwardReturn1D": 0.0012523022789269827,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-06",
        "2025-02-07",
        "2025-02-10",
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18",
        "2025-02-19",
        "2025-02-27"
      ],
      "horizonObservationCounts": {
        "1": 177,
        "5": 174,
        "10": 173
      },
      "baselineAvgForwardReturns": {
        "1": 0.0019884830758364327,
        "5": 0.009330714565891867,
        "10": 0.018446110280933636
      }
    },
    {
      "topN": 2,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5476190476190477,
        "5": 0.6190476190476191,
        "10": 0.6984126984126984
      },
      "hitRate1D": 0.5476190476190477,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.5645514508682709,
      "eligibleDays": 326,
      "fitnessScore": 0.4071240727921436,
      "lookbackDays": 63,
      "returnLift1D": -0.0008528684751251967,
      "hitRateLift1D": -0.01679813029506272,
      "portfolioSize": 2,
      "activationRate": 0.38650306748466257,
      "activationCount": 126,
      "baselineHitRates": {
        "1": 0.5644171779141104,
        "5": 0.6583850931677019,
        "10": 0.722397476340694
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.6933711775984387,
      "avgForwardReturns": {
        "1": 0.001494213150945754,
        "5": 0.008443541482752875,
        "10": 0.018571239817029645
      },
      "shadowMaxDrawdown": -0.17489901124359963,
      "shadowTotalReturn": 0.16003126143839896,
      "avgForwardReturn1D": 0.001494213150945754,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-13",
        "2025-05-14",
        "2025-05-15",
        "2025-05-16",
        "2025-05-20",
        "2025-05-22",
        "2025-05-23",
        "2025-05-27",
        "2025-06-02",
        "2025-07-11"
      ],
      "horizonObservationCounts": {
        "1": 126,
        "5": 126,
        "10": 126
      },
      "baselineAvgForwardReturns": {
        "1": 0.0023470816260709507,
        "5": 0.011980159316742388,
        "10": 0.024030082680293628
      }
    },
    {
      "topN": 4,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5245098039215687,
        "5": 0.6218905472636815,
        "10": 0.6262626262626263
      },
      "hitRate1D": 0.5245098039215687,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.5492108432509748,
      "eligibleDays": 375,
      "fitnessScore": 0.393446191556735,
      "lookbackDays": 14,
      "returnLift1D": -0.0010631693962202817,
      "hitRateLift1D": -0.032823529411764696,
      "portfolioSize": 4,
      "activationRate": 0.544,
      "activationCount": 204,
      "baselineHitRates": {
        "1": 0.5573333333333333,
        "5": 0.6415094339622641,
        "10": 0.6912568306010929
      },
      "sampleConfidence": 0.9970588235294118,
      "shadowSharpeLike": 0.4583332940325651,
      "avgForwardReturns": {
        "1": 0.000925313679616151,
        "5": 0.0074218637677377595,
        "10": 0.010611413967832379
      },
      "shadowMaxDrawdown": -0.18521022224706984,
      "shadowTotalReturn": 0.12251633990184363,
      "avgForwardReturn1D": 0.000925313679616151,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "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",
        "2025-02-19"
      ],
      "horizonObservationCounts": {
        "1": 204,
        "5": 201,
        "10": 198
      },
      "baselineAvgForwardReturns": {
        "1": 0.0019884830758364327,
        "5": 0.009330714565891867,
        "10": 0.018446110280933636
      }
    },
    {
      "topN": 5,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5245098039215687,
        "5": 0.6218905472636815,
        "10": 0.6262626262626263
      },
      "hitRate1D": 0.5245098039215687,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.5492108432509748,
      "eligibleDays": 375,
      "fitnessScore": 0.393446191556735,
      "lookbackDays": 14,
      "returnLift1D": -0.0010631693962202817,
      "hitRateLift1D": -0.032823529411764696,
      "portfolioSize": 5,
      "activationRate": 0.544,
      "activationCount": 204,
      "baselineHitRates": {
        "1": 0.5573333333333333,
        "5": 0.6415094339622641,
        "10": 0.6912568306010929
      },
      "sampleConfidence": 0.9970588235294118,
      "shadowSharpeLike": 0.4583332940325651,
      "avgForwardReturns": {
        "1": 0.000925313679616151,
        "5": 0.0074218637677377595,
        "10": 0.010611413967832379
      },
      "shadowMaxDrawdown": -0.18521022224706984,
      "shadowTotalReturn": 0.12251633990184363,
      "avgForwardReturn1D": 0.000925313679616151,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "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",
        "2025-02-19"
      ],
      "horizonObservationCounts": {
        "1": 204,
        "5": 201,
        "10": 198
      },
      "baselineAvgForwardReturns": {
        "1": 0.0019884830758364327,
        "5": 0.009330714565891867,
        "10": 0.018446110280933636
      }
    },
    {
      "topN": 2,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5606060606060606,
        "5": 0.6307692307692307,
        "10": 0.5891472868217055
      },
      "hitRate1D": 0.5606060606060606,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.542332423631668,
      "eligibleDays": 375,
      "fitnessScore": 0.38734192800185197,
      "lookbackDays": 14,
      "returnLift1D": -0.0006094514931289955,
      "hitRateLift1D": 0.003272727272727205,
      "portfolioSize": 2,
      "activationRate": 0.352,
      "activationCount": 132,
      "baselineHitRates": {
        "1": 0.5573333333333333,
        "5": 0.6415094339622641,
        "10": 0.6912568306010929
      },
      "sampleConfidence": 0.9974747474747475,
      "shadowSharpeLike": 0.5208523233664656,
      "avgForwardReturns": {
        "1": 0.0013790315827074372,
        "5": 0.007186969502880602,
        "10": 0.00468639585335844
      },
      "shadowMaxDrawdown": -0.12298642612093913,
      "shadowTotalReturn": 0.12940411551241748,
      "avgForwardReturn1D": 0.0013790315827074372,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-06",
        "2025-02-07",
        "2025-02-10",
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18",
        "2025-02-19",
        "2025-02-27"
      ],
      "horizonObservationCounts": {
        "1": 132,
        "5": 130,
        "10": 129
      },
      "baselineAvgForwardReturns": {
        "1": 0.0019884830758364327,
        "5": 0.009330714565891867,
        "10": 0.018446110280933636
      }
    },
    {
      "topN": 4,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.507537688442211,
        "5": 0.5778894472361809,
        "10": 0.6331658291457286
      },
      "hitRate1D": 0.507537688442211,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.3520313141377585,
      "eligibleDays": 359,
      "fitnessScore": 0.21577310749964296,
      "lookbackDays": 30,
      "returnLift1D": -0.00154669882752101,
      "hitRateLift1D": -0.04956537562464136,
      "portfolioSize": 4,
      "activationRate": 0.5543175487465181,
      "activationCount": 199,
      "baselineHitRates": {
        "1": 0.5571030640668524,
        "5": 0.6366197183098592,
        "10": 0.6942857142857143
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.12854637245303943,
      "avgForwardReturns": {
        "1": 0.00029859539280341184,
        "5": 0.003607385319605166,
        "10": 0.007369198308435072
      },
      "shadowMaxDrawdown": -0.20688883535883307,
      "shadowTotalReturn": 0.004134161938000647,
      "avgForwardReturn1D": 0.00029859539280341184,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-19",
        "2025-02-21",
        "2025-03-03",
        "2025-03-04",
        "2025-03-05",
        "2025-03-06",
        "2025-03-07",
        "2025-03-10",
        "2025-03-11",
        "2025-03-12"
      ],
      "horizonObservationCounts": {
        "1": 199,
        "5": 199,
        "10": 199
      },
      "baselineAvgForwardReturns": {
        "1": 0.0018452942203244218,
        "5": 0.00897820857521708,
        "10": 0.01845386729211944
      }
    },
    {
      "topN": 5,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.507537688442211,
        "5": 0.5778894472361809,
        "10": 0.6331658291457286
      },
      "hitRate1D": 0.507537688442211,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.3520313141377585,
      "eligibleDays": 359,
      "fitnessScore": 0.21577310749964296,
      "lookbackDays": 30,
      "returnLift1D": -0.00154669882752101,
      "hitRateLift1D": -0.04956537562464136,
      "portfolioSize": 5,
      "activationRate": 0.5543175487465181,
      "activationCount": 199,
      "baselineHitRates": {
        "1": 0.5571030640668524,
        "5": 0.6366197183098592,
        "10": 0.6942857142857143
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": 0.12854637245303943,
      "avgForwardReturns": {
        "1": 0.00029859539280341184,
        "5": 0.003607385319605166,
        "10": 0.007369198308435072
      },
      "shadowMaxDrawdown": -0.20688883535883307,
      "shadowTotalReturn": 0.004134161938000647,
      "avgForwardReturn1D": 0.00029859539280341184,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-19",
        "2025-02-21",
        "2025-03-03",
        "2025-03-04",
        "2025-03-05",
        "2025-03-06",
        "2025-03-07",
        "2025-03-10",
        "2025-03-11",
        "2025-03-12"
      ],
      "horizonObservationCounts": {
        "1": 199,
        "5": 199,
        "10": 199
      },
      "baselineAvgForwardReturns": {
        "1": 0.0018452942203244218,
        "5": 0.00897820857521708,
        "10": 0.01845386729211944
      }
    },
    {
      "topN": 3,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5,
        "5": 0.5706521739130435,
        "10": 0.6304347826086957
      },
      "hitRate1D": 0.5,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.23049418933477214,
      "eligibleDays": 359,
      "fitnessScore": 0.08478497271111493,
      "lookbackDays": 30,
      "returnLift1D": -0.001882033397235529,
      "hitRateLift1D": -0.057103064066852394,
      "portfolioSize": 3,
      "activationRate": 0.5125348189415042,
      "activationCount": 184,
      "baselineHitRates": {
        "1": 0.5571030640668524,
        "5": 0.6366197183098592,
        "10": 0.6942857142857143
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.0834890804041965,
      "avgForwardReturns": {
        "1": -0.000036739176911107144,
        "5": 0.003827331622273674,
        "10": 0.006882390318037282
      },
      "shadowMaxDrawdown": -0.23811255512671436,
      "shadowTotalReturn": -0.06096653712392508,
      "avgForwardReturn1D": -0.000036739176911107144,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-19",
        "2025-02-21",
        "2025-03-03",
        "2025-03-05",
        "2025-03-06",
        "2025-03-07",
        "2025-03-10",
        "2025-03-11",
        "2025-03-12",
        "2025-03-13"
      ],
      "horizonObservationCounts": {
        "1": 184,
        "5": 184,
        "10": 184
      },
      "baselineAvgForwardReturns": {
        "1": 0.0018452942203244218,
        "5": 0.00897820857521708,
        "10": 0.01845386729211944
      }
    },
    {
      "topN": 4,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5024154589371981,
        "5": 0.5845410628019324,
        "10": 0.6135265700483091
      },
      "hitRate1D": 0.5024154589371981,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.2216269388629098,
      "eligibleDays": 368,
      "fitnessScore": 0.07363370990385593,
      "lookbackDays": 21,
      "returnLift1D": -0.0021084740864159854,
      "hitRateLift1D": -0.054649758454106245,
      "portfolioSize": 4,
      "activationRate": 0.5625,
      "activationCount": 207,
      "baselineHitRates": {
        "1": 0.5570652173913043,
        "5": 0.6373626373626373,
        "10": 0.6852367688022284
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.16238450813452668,
      "avgForwardReturns": {
        "1": -0.00014370954364698645,
        "5": 0.002333659900501318,
        "10": 0.006342213818533915
      },
      "shadowMaxDrawdown": -0.22949335167383988,
      "shadowTotalReturn": -0.09644763434255144,
      "avgForwardReturn1D": -0.00014370954364698645,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-06",
        "2025-02-14",
        "2025-02-18",
        "2025-02-19",
        "2025-02-21",
        "2025-02-24",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-02-28"
      ],
      "horizonObservationCounts": {
        "1": 207,
        "5": 207,
        "10": 207
      },
      "baselineAvgForwardReturns": {
        "1": 0.001964764542768999,
        "5": 0.009028181636633131,
        "10": 0.018013973719664945
      }
    },
    {
      "topN": 5,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5024154589371981,
        "5": 0.5845410628019324,
        "10": 0.6135265700483091
      },
      "hitRate1D": 0.5024154589371981,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.2216269388629098,
      "eligibleDays": 368,
      "fitnessScore": 0.07363370990385593,
      "lookbackDays": 21,
      "returnLift1D": -0.0021084740864159854,
      "hitRateLift1D": -0.054649758454106245,
      "portfolioSize": 5,
      "activationRate": 0.5625,
      "activationCount": 207,
      "baselineHitRates": {
        "1": 0.5570652173913043,
        "5": 0.6373626373626373,
        "10": 0.6852367688022284
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.16238450813452668,
      "avgForwardReturns": {
        "1": -0.00014370954364698645,
        "5": 0.002333659900501318,
        "10": 0.006342213818533915
      },
      "shadowMaxDrawdown": -0.22949335167383988,
      "shadowTotalReturn": -0.09644763434255144,
      "avgForwardReturn1D": -0.00014370954364698645,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-06",
        "2025-02-14",
        "2025-02-18",
        "2025-02-19",
        "2025-02-21",
        "2025-02-24",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-02-28"
      ],
      "horizonObservationCounts": {
        "1": 207,
        "5": 207,
        "10": 207
      },
      "baselineAvgForwardReturns": {
        "1": 0.001964764542768999,
        "5": 0.009028181636633131,
        "10": 0.018013973719664945
      }
    },
    {
      "topN": 2,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.52,
        "5": 0.584,
        "10": 0.568
      },
      "hitRate1D": 0.52,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.19215750956215888,
      "eligibleDays": 368,
      "fitnessScore": 0.03406862513674003,
      "lookbackDays": 21,
      "returnLift1D": -0.0020956108473587265,
      "hitRateLift1D": -0.037065217391304306,
      "portfolioSize": 2,
      "activationRate": 0.33967391304347827,
      "activationCount": 125,
      "baselineHitRates": {
        "1": 0.5570652173913043,
        "5": 0.6373626373626373,
        "10": 0.6852367688022284
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.15094071025910755,
      "avgForwardReturns": {
        "1": -0.00013084630458972768,
        "5": 0.00038185331375991804,
        "10": -0.003556365355931497
      },
      "shadowMaxDrawdown": -0.1780416993122791,
      "shadowTotalReturn": -0.06711820029064564,
      "avgForwardReturn1D": -0.00013084630458972768,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-18",
        "2025-02-19",
        "2025-02-21",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-03-07",
        "2025-03-10",
        "2025-03-11",
        "2025-03-12"
      ],
      "horizonObservationCounts": {
        "1": 125,
        "5": 125,
        "10": 125
      },
      "baselineAvgForwardReturns": {
        "1": 0.001964764542768999,
        "5": 0.009028181636633131,
        "10": 0.018013973719664945
      }
    },
    {
      "topN": 3,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.4835164835164835,
        "5": 0.5604395604395604,
        "10": 0.5934065934065934
      },
      "hitRate1D": 0.4835164835164835,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.13743411179767487,
      "eligibleDays": 368,
      "fitnessScore": -0.054088723009959594,
      "lookbackDays": 21,
      "returnLift1D": -0.002412858002837996,
      "hitRateLift1D": -0.0735487338748208,
      "portfolioSize": 3,
      "activationRate": 0.4945652173913043,
      "activationCount": 182,
      "baselineHitRates": {
        "1": 0.5570652173913043,
        "5": 0.6373626373626373,
        "10": 0.6852367688022284
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.32722175639186235,
      "avgForwardReturns": {
        "1": -0.0004480934600689968,
        "5": 0.0007951217942143884,
        "10": 0.00367482519326502
      },
      "shadowMaxDrawdown": -0.242154153926449,
      "shadowTotalReturn": -0.14080432032169654,
      "avgForwardReturn1D": -0.0004480934600689968,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-06",
        "2025-02-14",
        "2025-02-18",
        "2025-02-19",
        "2025-02-21",
        "2025-02-24",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-03-05"
      ],
      "horizonObservationCounts": {
        "1": 182,
        "5": 182,
        "10": 182
      },
      "baselineAvgForwardReturns": {
        "1": 0.001964764542768999,
        "5": 0.009028181636633131,
        "10": 0.018013973719664945
      }
    },
    {
      "topN": 2,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.5043478260869565,
        "5": 0.5652173913043478,
        "10": 0.5652173913043478
      },
      "hitRate1D": 0.5043478260869565,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.11968770551462128,
      "eligibleDays": 359,
      "fitnessScore": -0.08898598219240453,
      "lookbackDays": 30,
      "returnLift1D": -0.0026330619418484962,
      "hitRateLift1D": -0.0527552379798959,
      "portfolioSize": 2,
      "activationRate": 0.3203342618384401,
      "activationCount": 115,
      "baselineHitRates": {
        "1": 0.5571030640668524,
        "5": 0.6366197183098592,
        "10": 0.6942857142857143
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -0.4236963642026643,
      "avgForwardReturns": {
        "1": -0.0007877677215240744,
        "5": -0.0017271377258359023,
        "10": -0.004920072944438915
      },
      "shadowMaxDrawdown": -0.17882164122772926,
      "shadowTotalReturn": -0.1297799244071678,
      "avgForwardReturn1D": -0.0007877677215240744,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-19",
        "2025-02-21",
        "2025-03-03",
        "2025-03-05",
        "2025-03-06",
        "2025-03-07",
        "2025-03-10",
        "2025-03-11",
        "2025-03-12",
        "2025-03-13"
      ],
      "horizonObservationCounts": {
        "1": 115,
        "5": 115,
        "10": 115
      },
      "baselineAvgForwardReturns": {
        "1": 0.0018452942203244218,
        "5": 0.00897820857521708,
        "10": 0.01845386729211944
      }
    },
    {
      "topN": 2,
      "ticker": "SBLK",
      "hitRates": {
        "1": 0.47368421052631576,
        "5": 0.5175438596491229,
        "10": 0.6052631578947368
      },
      "hitRate1D": 0.47368421052631576,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.04020837160102746,
      "eligibleDays": 344,
      "fitnessScore": -0.3479810165735554,
      "lookbackDays": 45,
      "returnLift1D": -0.003921210741480712,
      "hitRateLift1D": -0.08445532435740516,
      "portfolioSize": 2,
      "activationRate": 0.3313953488372093,
      "activationCount": 114,
      "baselineHitRates": {
        "1": 0.5581395348837209,
        "5": 0.6352941176470588,
        "10": 0.6895522388059702
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -1.1038589566649848,
      "avgForwardReturns": {
        "1": -0.0019755336800873343,
        "5": -0.009372420727106713,
        "10": -0.006647094105178781
      },
      "shadowMaxDrawdown": -0.30285668520107967,
      "shadowTotalReturn": -0.2368754182165036,
      "avgForwardReturn1D": -0.0019755336800873343,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "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",
        "2025-03-25"
      ],
      "horizonObservationCounts": {
        "1": 114,
        "5": 114,
        "10": 114
      },
      "baselineAvgForwardReturns": {
        "1": 0.0019456770613933778,
        "5": 0.008839008570976501,
        "10": 0.017454078478119285
      }
    }
  ],
  "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": 0.6056239997688626,
      "fitnessScore": 0.4443700035386223,
      "lookbackDays": 14,
      "returnLift1D": -0.00073618079690945,
      "activationRate": 0.472,
      "activationCount": 177,
      "sampleConfidence": 0.9973634651600753,
      "bestPortfolioSize": 3,
      "shadowTotalReturn": 0.16738980814099746,
      "avgForwardReturn1D": 0.0012523022789269827
    },
    {
      "comboQuality": 0.2216269388629098,
      "fitnessScore": 0.07363370990385593,
      "lookbackDays": 21,
      "returnLift1D": -0.0021084740864159854,
      "activationRate": 0.5625,
      "activationCount": 207,
      "sampleConfidence": 1,
      "bestPortfolioSize": 4,
      "shadowTotalReturn": -0.09644763434255144,
      "avgForwardReturn1D": -0.00014370954364698645
    },
    {
      "comboQuality": 0.3520313141377585,
      "fitnessScore": 0.21577310749964296,
      "lookbackDays": 30,
      "returnLift1D": -0.00154669882752101,
      "activationRate": 0.5543175487465181,
      "activationCount": 199,
      "sampleConfidence": 1,
      "bestPortfolioSize": 4,
      "shadowTotalReturn": 0.004134161938000647,
      "avgForwardReturn1D": 0.00029859539280341184
    },
    {
      "comboQuality": 0.8313371458711254,
      "fitnessScore": 0.7009294023902376,
      "lookbackDays": 45,
      "returnLift1D": -0.00044028138030002134,
      "activationRate": 0.627906976744186,
      "activationCount": 216,
      "sampleConfidence": 1,
      "bestPortfolioSize": 4,
      "shadowTotalReturn": 0.31605235747039817,
      "avgForwardReturn1D": 0.0015053956810933565
    },
    {
      "comboQuality": 0.8928806604010436,
      "fitnessScore": 0.8165120672677946,
      "lookbackDays": 63,
      "returnLift1D": -0.0006286578849143266,
      "activationRate": 0.6748466257668712,
      "activationCount": 220,
      "sampleConfidence": 0.9969696969696971,
      "bestPortfolioSize": 4,
      "shadowTotalReturn": 0.37636477013813785,
      "avgForwardReturn1D": 0.001718423741156624
    }
  ],
  "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": "7e682a09c5fc1c921f3647e7161396f89967de78f3c8ea0a31675776706a4f5f",
    "size": 13,
    "members": [
      "SBLK",
      "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."
}