{
  "ticker": {
    "uuid": "8c8037d0-d1b8-4cfa-a0e9-b0ea8f7cfb2f",
    "symbol": "BLFS",
    "name": "BioLife Solutions Inc",
    "exchange": "NASDAQ",
    "country": "US",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "QQQ",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 87.691,
    "architecture_energy": 83.838,
    "architecture_maturity": 32.0,
    "architecture_confidence": 81.997,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 3.65,
        "rotation_up": 82.14,
        "upward_expansion": 95.79,
        "deceleration": 41.15,
        "rotation_down": 11.78,
        "downward_expansion": 17.79
      },
      "activity_lines": [
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        25.696301
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 34.66,
    "trend_reference": 24.084333,
    "distance_from_trend": 0.43911,
    "trend_direction": "Improving",
    "fair_value": 21.972596,
    "distance_from_fair_value": 0.577419,
    "fair_value_direction": "Improving",
    "relative_strength": 22.452673,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.545252,
    "excess_performance": 0.357798,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.43911,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.054311,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.577419,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.547684,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.224527,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.443324,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.545252,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.031217,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2892234,
      "relative_activity": 0.705017,
      "balance": 4.031217,
      "dry_up": 1.918913,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.088308,
      "annualized_volatility": 0.465494,
      "from_high_reference": -0.002917,
      "from_low_reference": 0.940649
    },
    "levels": {
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      "fair_value_reference": 21.972596,
      "structural_low": 17.86,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 21,
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        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.017867,
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        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "worst_return": -0.428758,
        "sufficient": true
      },
      {
        "horizon": "Extended",
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        "sufficient": true
      },
      {
        "horizon": "Full cycle",
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      },
      {
        "date": "2026-05-01",
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      },
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        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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      },
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        "date": "2026-05-22",
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      },
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        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "stage": 3,
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      },
      {
        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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        "gate": "up",
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        "energy": 81.030369,
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      },
      {
        "date": "2026-07-03",
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        "relative_strength": 1.949491,
        "stage": 3,
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 3101218.8,
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        "relative_strength": 0.430193,
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        "modifier": "Early expansion",
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      },
      {
        "date": "2026-07-17",
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        "volume": 3855610,
        "typical_volume": 3157756.25,
        "trend": 23.342,
        "fair_value": 21.685288,
        "relative_strength": 8.144986,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.797316,
        "energy": 69.200725,
        "activity_lines": [
          28.412,
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          25.090762,
          24.063462
        ]
      },
      {
        "date": "2026-07-24",
        "close": 29.98,
        "volume": 18704169,
        "typical_volume": 3912688.25,
        "trend": 23.511333,
        "fair_value": 21.750929,
        "relative_strength": 12.815874,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 73.364083,
        "energy": 63.240689,
        "activity_lines": [
          29.062,
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          25.738524,
          24.49172
        ]
      },
      {
        "date": "2026-07-31",
        "close": 31.28,
        "volume": 6036277,
        "typical_volume": 4071667.15,
        "trend": 23.757667,
        "fair_value": 21.828237,
        "relative_strength": 16.616153,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 77.043091,
        "energy": 66.0879,
        "activity_lines": [
          29.882667,
          28.832182,
          26.461905,
          24.992925
        ]
      },
      {
        "date": "2026-08-07",
        "close": 34.66,
        "volume": 2892234,
        "typical_volume": 4102360.95,
        "trend": 24.084333,
        "fair_value": 21.972596,
        "relative_strength": 22.452673,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 87.691237,
        "energy": 83.837577,
        "activity_lines": [
          31.656,
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          25.696301
        ]
      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}