{
  "ticker": {
    "uuid": "8be55808-9df9-4fe3-bcdb-4d4ece2d75df",
    "symbol": "AIZ",
    "name": "Air New Zealand Limited",
    "exchange": "ASX",
    "country": "AU",
    "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": "^AXJO",
    "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": -51.511,
    "architecture_energy": 33.405,
    "architecture_maturity": 83.022,
    "architecture_confidence": 88.805,
    "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": 35.74,
        "rotation_up": 20.57,
        "upward_expansion": 3.15,
        "deceleration": 55.82,
        "rotation_down": 50.56,
        "downward_expansion": 76.49
      },
      "activity_lines": [
        0.351333,
        0.354409,
        0.354917,
        0.364672
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 0.355,
    "trend_reference": 0.39,
    "distance_from_trend": -0.089744,
    "trend_direction": "Weakening",
    "fair_value": 0.497234,
    "distance_from_fair_value": -0.28605,
    "fair_value_direction": "Improving",
    "relative_strength": -24.189841,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.279188,
    "excess_performance": -0.342893,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.089744,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.120797,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.28605,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.028695,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.241898,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.033176,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.279188,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.884117,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1302698,
      "relative_activity": 0.914302,
      "balance": 0.884117,
      "dry_up": 0.636838,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.065005,
      "annualized_volatility": 0.366996,
      "from_high_reference": -0.354545,
      "from_low_reference": 0.092308
    },
    "levels": {
      "trend_reference": 0.39,
      "fair_value_reference": 0.497234,
      "structural_low": 0.325,
      "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": 33,
        "median_return": 0.0,
        "positive_rate": 0.424242,
        "directional_follow_through": 0.484848,
        "median_excess_return": -0.008544,
        "regime_survival": 0.848485,
        "best_return": 0.119412,
        "worst_return": -0.28866,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": 0.0,
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        "median_excess_return": -0.029109,
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        "worst_return": -0.29703,
        "sufficient": true
      },
      {
        "horizon": "Extended",
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        "median_return": -0.054052,
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        "directional_follow_through": 0.857143,
        "median_excess_return": -0.067594,
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        "worst_return": -0.377626,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.24818,
        "positive_rate": 0.25,
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        "regime_survival": 0.5,
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        "worst_return": -0.376774,
        "sufficient": false
      }
    ],
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        "regime": "balance",
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "regime": "rotation_down",
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      {
        "date": "2026-07-17",
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        "typical_volume": 2058491.85,
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        "direction": -54.152578,
        "energy": 35.22718,
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      },
      {
        "date": "2026-07-24",
        "close": 0.35,
        "volume": 978025,
        "typical_volume": 1852587.95,
        "trend": 0.400167,
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        "relative_strength": -22.293791,
        "stage": 4,
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        "modifier": "Established contraction",
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        "direction": -45.484464,
        "energy": 31.907871,
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          0.352333,
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      },
      {
        "date": "2026-07-31",
        "close": 0.35,
        "volume": 890259,
        "typical_volume": 1562690.75,
        "trend": 0.395,
        "fair_value": 0.498829,
        "relative_strength": -23.475013,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -54.989968,
        "energy": 36.689496,
        "activity_lines": [
          0.350833,
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          0.354952,
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      },
      {
        "date": "2026-08-07",
        "close": 0.355,
        "volume": 1302698,
        "typical_volume": 1424800.15,
        "trend": 0.39,
        "fair_value": 0.497234,
        "relative_strength": -24.189841,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -51.511194,
        "energy": 33.405498,
        "activity_lines": [
          0.351333,
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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."
    }
  }
}