{
  "ticker": {
    "uuid": "cd1c42af-d49e-49ba-abfb-5eedb2406838",
    "symbol": "CALX",
    "name": "Calix Inc",
    "exchange": "NYSE",
    "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": "SPY",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "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": -55.155,
    "architecture_energy": 41.77,
    "architecture_maturity": 80.83,
    "architecture_confidence": 92.319,
    "architecture_tenure": "Extended",
    "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": 29.54,
        "rotation_up": 25.89,
        "upward_expansion": 6.01,
        "deceleration": 53.47,
        "rotation_down": 42.64,
        "downward_expansion": 74.68
      },
      "activity_lines": [
        37.344667,
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        38.938381,
        41.333355
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 37.98,
    "trend_reference": 44.756667,
    "distance_from_trend": -0.151411,
    "trend_direction": "Weakening",
    "fair_value": 42.691859,
    "distance_from_fair_value": -0.110369,
    "fair_value_direction": "Weakening",
    "relative_strength": -33.550131,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.285822,
    "excess_performance": -0.411447,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.151411,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.11643,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.110369,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.105147,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.335501,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.051514,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.285822,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.450397,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 4657042,
      "relative_activity": 0.847959,
      "balance": 0.450397,
      "dry_up": 1.322852,
      "accumulation_observations": 1,
      "distribution_observations": 5
    },
    "risk": {
      "range_context": 0.095261,
      "annualized_volatility": 0.375622,
      "from_high_reference": -0.466723,
      "from_low_reference": 0.108581
    },
    "levels": {
      "trend_reference": 44.756667,
      "fair_value_reference": 42.691859,
      "structural_low": 34.26,
      "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": 27,
        "median_return": -0.005851,
        "positive_rate": 0.481481,
        "directional_follow_through": 0.518519,
        "median_excess_return": -0.008331,
        "regime_survival": 0.777778,
        "best_return": 0.45858,
        "worst_return": -0.173151,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": -0.080091,
        "positive_rate": 0.363636,
        "directional_follow_through": 0.636364,
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        "regime_survival": 0.727273,
        "best_return": 0.760303,
        "worst_return": -0.29457,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.027923,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.143365,
        "regime_survival": 0.5,
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        "worst_return": -0.285822,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.038782,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.001285,
        "regime_survival": 0.75,
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        "worst_return": -0.337425,
        "sufficient": false
      }
    ],
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        "regime": "balance",
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-12-20",
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      {
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-02-14",
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        "return": 0.004032,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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      {
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        "regime": "downward_expansion",
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        "color": "red",
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      {
        "regime": "balance",
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        "regime": "upward_expansion",
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      {
        "regime": "deceleration",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 4949791.65,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -46.568792,
        "energy": 36.250436,
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          40.579952,
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      },
      {
        "date": "2026-07-24",
        "close": 36.0,
        "volume": 12051516,
        "typical_volume": 5396710.75,
        "trend": 45.805,
        "fair_value": 42.75891,
        "relative_strength": -35.493471,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.546841,
        "energy": 43.601796,
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          38.017333,
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          42.439183
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      },
      {
        "date": "2026-07-31",
        "close": 35.9,
        "volume": 6162740,
        "typical_volume": 5545762.2,
        "trend": 45.215333,
        "fair_value": 42.711538,
        "relative_strength": -35.663962,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.316955,
        "energy": 45.256769,
        "activity_lines": [
          37.345333,
          37.615273,
          39.287143,
          41.800151
        ]
      },
      {
        "date": "2026-08-07",
        "close": 37.98,
        "volume": 4657042,
        "typical_volume": 5492059.6,
        "trend": 44.756667,
        "fair_value": 42.691859,
        "relative_strength": -33.550131,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.155271,
        "energy": 41.769835,
        "activity_lines": [
          37.344667,
          37.632727,
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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."
    }
  }
}