{
  "ticker": {
    "uuid": "bbf1317f-2798-40ab-b94b-f49934a6bd18",
    "symbol": "ISBA",
    "name": "Isabella Bank Corporation",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -54.367,
    "architecture_energy": 37.875,
    "architecture_maturity": 34.022,
    "architecture_confidence": 89.288,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 26.46,
        "rotation_up": 21.14,
        "upward_expansion": 4.52,
        "deceleration": 50.89,
        "rotation_down": 48.96,
        "downward_expansion": 75.52
      },
      "activity_lines": [
        39.046667,
        39.454053,
        40.453611,
        41.769004
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 39.77,
    "trend_reference": 43.833584,
    "distance_from_trend": -0.092705,
    "trend_direction": "Weakening",
    "fair_value": 28.190417,
    "distance_from_fair_value": 0.410763,
    "fair_value_direction": "Weakening",
    "relative_strength": -17.401058,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.175656,
    "excess_performance": -0.363109,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.092705,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.046868,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.410763,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.197976,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.174011,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.073745,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.175656,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.180725,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 293483,
      "relative_activity": 1.132965,
      "balance": 2.180725,
      "dry_up": 1.279904,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.082606,
      "annualized_volatility": 0.340128,
      "from_high_reference": -0.319842,
      "from_low_reference": 0.373588
    },
    "levels": {
      "trend_reference": 43.833584,
      "fair_value_reference": 28.190417,
      "structural_low": 35.51,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 22,
        "median_return": 0.002567,
        "positive_rate": 0.5,
        "directional_follow_through": 0.454545,
        "median_excess_return": 0.007064,
        "regime_survival": 0.772727,
        "best_return": 0.085577,
        "worst_return": -0.085119,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.01389,
        "positive_rate": 0.625,
        "directional_follow_through": 0.375,
        "median_excess_return": -0.018149,
        "regime_survival": 0.5,
        "best_return": 0.18791,
        "worst_return": -0.075086,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.052994,
        "positive_rate": 0.4,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.113235,
        "regime_survival": 0.4,
        "best_return": 0.364479,
        "worst_return": -0.067584,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.036536,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.091698,
        "regime_survival": 0.333333,
        "best_return": 0.54294,
        "worst_return": -0.099214,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-04-05",
        "end": "2024-07-05",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-07-12",
        "end": "2024-07-26",
        "tenure": "New",
        "return": 0.050931,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-08-23",
        "tenure": "New",
        "return": -0.011358,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-02-07",
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        "return": 0.357929,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-14",
        "end": "2025-05-09",
        "tenure": "Established",
        "return": 0.059268,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Developing",
        "return": 0.136207,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-08-08",
        "tenure": "New",
        "return": -0.002479,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2026-01-30",
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        "return": 0.502275,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-02-20",
        "tenure": "New",
        "return": 0.080552,
        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": -0.035744,
        "active": false
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      {
        "regime": "balance",
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        "return": 0.009539,
        "active": false
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      {
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        "active": false
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      {
        "regime": "rotation_down",
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        "active": false
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      {
        "regime": "downward_expansion",
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      },
      {
        "date": "2026-04-24",
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      {
        "date": "2026-05-08",
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      },
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      },
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      },
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        "date": "2026-06-05",
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      },
      {
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "relative_strength": -19.047986,
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 222478.0,
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        "fair_value": 27.80335,
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        "stage": 4,
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        "modifier": "Early contraction",
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        "direction": -60.220732,
        "energy": 45.38862,
        "activity_lines": [
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      },
      {
        "date": "2026-07-24",
        "close": 36.81,
        "volume": 316800,
        "typical_volume": 234508.75,
        "trend": 44.460842,
        "fair_value": 27.921554,
        "relative_strength": -19.215894,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
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        "direction": -73.382801,
        "energy": 59.301833,
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          38.698,
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      },
      {
        "date": "2026-07-31",
        "close": 39.71,
        "volume": 403737,
        "typical_volume": 249467.2,
        "trend": 44.118052,
        "fair_value": 28.057212,
        "relative_strength": -13.328898,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.627838,
        "energy": 49.046315,
        "activity_lines": [
          38.847667,
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      },
      {
        "date": "2026-08-07",
        "close": 39.77,
        "volume": 293483,
        "typical_volume": 259039.75,
        "trend": 43.833584,
        "fair_value": 28.190417,
        "relative_strength": -17.401058,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -54.366686,
        "energy": 37.875481,
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      }
    ],
    "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."
    }
  }
}