{
  "ticker": {
    "uuid": "a53acd4e-7211-453d-9fda-5c815a18e6a2",
    "symbol": "BUB",
    "name": "Bubs Australia 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": -47.379,
    "architecture_energy": 39.908,
    "architecture_maturity": 100.0,
    "architecture_confidence": 93.552,
    "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": 21.37,
        "rotation_up": 27.79,
        "upward_expansion": 18.96,
        "deceleration": 46.94,
        "rotation_down": 38.96,
        "downward_expansion": 68.96
      },
      "activity_lines": [
        0.085467,
        0.083873,
        0.087724,
        0.093778
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 0.093,
    "trend_reference": 0.103417,
    "distance_from_trend": -0.100725,
    "trend_direction": "Weakening",
    "fair_value": 0.131356,
    "distance_from_fair_value": -0.291999,
    "fair_value_direction": "Weakening",
    "relative_strength": -27.858965,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.256,
    "excess_performance": -0.319706,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.100725,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.154978,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.291999,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.002819,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.27859,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.007766,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.256,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.434173,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 7278750,
      "relative_activity": 1.363696,
      "balance": 0.434173,
      "dry_up": 0.969943,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.068652,
      "annualized_volatility": 0.367421,
      "from_high_reference": -0.483333,
      "from_low_reference": 0.223684
    },
    "levels": {
      "trend_reference": 0.103417,
      "fair_value_reference": 0.131356,
      "structural_low": 0.076,
      "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": 34,
        "median_return": -0.02788,
        "positive_rate": 0.352941,
        "directional_follow_through": 0.529412,
        "median_excess_return": -0.038476,
        "regime_survival": 0.823529,
        "best_return": 0.517243,
        "worst_return": -0.294118,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
        "median_return": -0.08,
        "positive_rate": 0.307692,
        "directional_follow_through": 0.692308,
        "median_excess_return": -0.161484,
        "regime_survival": 0.615385,
        "best_return": 0.378965,
        "worst_return": -0.310345,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": -0.145748,
        "positive_rate": 0.375,
        "directional_follow_through": 0.625,
        "median_excess_return": -0.157271,
        "regime_survival": 0.625,
        "best_return": 0.257142,
        "worst_return": -0.43662,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.042819,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.131825,
        "regime_survival": 0.25,
        "best_return": 0.466944,
        "worst_return": -0.535211,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2024-03-22",
        "tenure": "Extended",
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      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "tenure": "Developing",
        "return": -0.133333,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2024-10-11",
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-22",
        "end": "2025-02-21",
        "tenure": "Established",
        "return": 0.173913,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "return": -0.111111,
        "active": false
      },
      {
        "regime": "balance",
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2025-08-01",
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        "active": false
      },
      {
        "regime": "deceleration",
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      {
        "regime": "balance",
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      {
        "regime": "downward_expansion",
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    ],
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      },
      {
        "date": "2026-07-24",
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      },
      {
        "date": "2026-07-31",
        "close": 0.085,
        "volume": 7177783,
        "typical_volume": 5310050.65,
        "trend": 0.104817,
        "fair_value": 0.131978,
        "relative_strength": -32.765989,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.5467,
        "energy": 62.543964,
        "activity_lines": [
          0.081667,
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      },
      {
        "date": "2026-08-07",
        "close": 0.093,
        "volume": 7278750,
        "typical_volume": 5337515.05,
        "trend": 0.103417,
        "fair_value": 0.131356,
        "relative_strength": -27.858965,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -47.379206,
        "energy": 39.908053,
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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."
    }
  }
}