{
  "ticker": {
    "uuid": "c43c230e-c361-4e5d-8111-d0f0a7962a09",
    "symbol": "DOLE",
    "name": "Dole PLC",
    "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": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 88.786,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -56.976,
    "architecture_energy": 27.489,
    "architecture_maturity": 32.45,
    "architecture_confidence": 88.887,
    "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": 33.7,
        "rotation_up": 22.76,
        "upward_expansion": 2.43,
        "deceleration": 53.68,
        "rotation_down": 44.38,
        "downward_expansion": 75.77
      },
      "activity_lines": [
        14.084,
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        14.223062,
        14.402872
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 13.83,
    "trend_reference": 14.673911,
    "distance_from_trend": -0.057511,
    "trend_direction": "Weakening",
    "fair_value": 13.247974,
    "distance_from_fair_value": 0.043933,
    "fair_value_direction": "Weakening",
    "relative_strength": -13.813155,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.137638,
    "excess_performance": -0.263263,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.057511,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.005002,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.043933,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.084807,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.138132,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.063435,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.137638,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.119404,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4007392,
      "relative_activity": 0.84918,
      "balance": 1.119404,
      "dry_up": 0.930515,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.051716,
      "annualized_volatility": 0.20388,
      "from_high_reference": -0.155333,
      "from_low_reference": 0.12438
    },
    "levels": {
      "trend_reference": 14.673911,
      "fair_value_reference": 13.247974,
      "structural_low": 13.518275,
      "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": 10,
        "median_return": 0.04886,
        "positive_rate": 0.7,
        "directional_follow_through": 0.3,
        "median_excess_return": 0.028986,
        "regime_survival": 0.6,
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        "worst_return": -0.052788,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
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        "regime_survival": 0.0,
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        "worst_return": 0.094035,
        "sufficient": false
      },
      {
        "horizon": "Extended",
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        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.003795,
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        "worst_return": 0.043038,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
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        "worst_return": 0.1977,
        "sufficient": false
      }
    ],
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        "end": "2025-03-07",
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      },
      {
        "regime": "balance",
        "label": "Balance",
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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      {
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      {
        "regime": "upward_expansion",
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        "regime": "deceleration",
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      {
        "date": "2026-04-17",
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      },
      {
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      },
      {
        "date": "2026-07-03",
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      },
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 4616679.7,
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        "fair_value": 13.216349,
        "relative_strength": -7.484927,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -37.907851,
        "energy": 20.346392,
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      },
      {
        "date": "2026-07-24",
        "close": 14.14,
        "volume": 3450150,
        "typical_volume": 4593056.2,
        "trend": 14.702369,
        "fair_value": 13.22797,
        "relative_strength": -8.478149,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -38.737344,
        "energy": 18.861624,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 14.14,
        "volume": 7221514,
        "typical_volume": 4810103.85,
        "trend": 14.691824,
        "fair_value": 13.239472,
        "relative_strength": -9.189513,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -37.713757,
        "energy": 16.988618,
        "activity_lines": [
          14.208,
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      },
      {
        "date": "2026-08-07",
        "close": 13.83,
        "volume": 4007392,
        "typical_volume": 4719129.15,
        "trend": 14.673911,
        "fair_value": 13.247974,
        "relative_strength": -13.813155,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.976277,
        "energy": 27.489402,
        "activity_lines": [
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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."
    }
  }
}