{
  "ticker": {
    "uuid": "be5062e4-d61c-45d7-9661-550a219f988b",
    "symbol": "AAB",
    "name": "Aberdeen International Inc.",
    "exchange": "TOR",
    "country": "CA",
    "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": "^GSPTSE",
    "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": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -93.589,
    "architecture_energy": 97.421,
    "architecture_maturity": 24.0,
    "architecture_confidence": 74.403,
    "architecture_tenure": "New",
    "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": 28.11,
        "rotation_up": 8.0,
        "upward_expansion": 22.0,
        "deceleration": 37.0,
        "rotation_down": 79.53,
        "downward_expansion": 90.67
      },
      "activity_lines": [
        0.024,
        0.026545,
        0.028143,
        0.028516
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 0.02,
    "trend_reference": 0.029,
    "distance_from_trend": -0.310345,
    "trend_direction": "Weakening",
    "fair_value": 0.033718,
    "distance_from_fair_value": -0.406844,
    "fair_value_direction": "Weakening",
    "relative_strength": -41.473544,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.333333,
    "excess_performance": -0.453755,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.310345,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.022472,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.406844,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.276733,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.414735,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.239842,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.333333,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.0,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 18900,
      "relative_activity": 0.195359,
      "balance": 0.0,
      "dry_up": 0.623805,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.076923,
      "annualized_volatility": 0.986796,
      "from_high_reference": -0.5,
      "from_low_reference": 0.0
    },
    "levels": {
      "trend_reference": 0.029,
      "fair_value_reference": 0.033718,
      "structural_low": 0.02,
      "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": 37,
        "median_return": 0.0,
        "positive_rate": 0.135135,
        "directional_follow_through": 0.351351,
        "median_excess_return": -0.038705,
        "regime_survival": 0.837838,
        "best_return": 0.5,
        "worst_return": -0.333333,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
        "median_return": -0.176471,
        "positive_rate": 0.076923,
        "directional_follow_through": 0.615385,
        "median_excess_return": -0.129014,
        "regime_survival": 0.615385,
        "best_return": 0.5,
        "worst_return": -0.428571,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.333333,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.833333,
        "median_excess_return": -0.298622,
        "regime_survival": 0.333333,
        "best_return": 0.5,
        "worst_return": -0.5,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.410714,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.559459,
        "regime_survival": 0.5,
        "best_return": 0.666667,
        "worst_return": -0.588235,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-05-10",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-05-31",
        "tenure": "New",
        "return": -0.333333,
        "active": false
      },
      {
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        "end": "2024-06-21",
        "tenure": "New",
        "return": 0.333333,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-06-28",
        "end": "2024-08-23",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-30",
        "end": "2024-12-27",
        "tenure": "Established",
        "return": -0.2,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-01-10",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-17",
        "end": "2025-05-23",
        "tenure": "Established",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2025-06-06",
        "tenure": "New",
        "return": -0.25,
        "active": false
      },
      {
        "regime": "balance",
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        "return": 0.0,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "tenure": "New",
        "return": -0.25,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-25",
        "end": "2026-03-20",
        "tenure": "Extended",
        "return": -0.333333,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "return": 0.0,
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      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "downward_expansion",
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        "tenure": "New",
        "return": 0.0,
        "active": true
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    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 605655.0,
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      },
      {
        "date": "2026-05-15",
        "close": 0.03,
        "volume": 9200,
        "typical_volume": 196775.0,
        "trend": 0.029667,
        "fair_value": 0.034423,
        "relative_strength": -16.489276,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 10.637675,
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        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-22",
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        "volume": 3500,
        "typical_volume": 175470.0,
        "trend": 0.029667,
        "fair_value": 0.034359,
        "relative_strength": -17.019964,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 10.359968,
        "energy": 6.245479,
        "activity_lines": [
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          0.029548
        ]
      },
      {
        "date": "2026-05-29",
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        "volume": 7100,
        "typical_volume": 167800.0,
        "trend": 0.029667,
        "fair_value": 0.034295,
        "relative_strength": -16.714406,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 0.268522,
        "energy": 2.65593,
        "activity_lines": [
          0.03,
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      },
      {
        "date": "2026-06-05",
        "close": 0.03,
        "volume": 16100,
        "typical_volume": 120565.0,
        "trend": 0.029667,
        "fair_value": 0.034167,
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        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 11200,
        "typical_volume": 117610.0,
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      {
        "date": "2026-06-19",
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        "fair_value": 0.034038,
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        "energy": 3.475043,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "volume": 0,
        "typical_volume": 99295.0,
        "trend": 0.029667,
        "fair_value": 0.033974,
        "relative_strength": -13.681111,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 4.301885,
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        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 0,
        "typical_volume": 97695.0,
        "trend": 0.029667,
        "fair_value": 0.03391,
        "relative_strength": -13.282381,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
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        "energy": 14.678531,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 0.03,
        "volume": 240000,
        "typical_volume": 107290.0,
        "trend": 0.029667,
        "fair_value": 0.033846,
        "relative_strength": -12.341995,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 30.611038,
        "energy": 18.765846,
        "activity_lines": [
          0.03,
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          0.02981,
          0.029699
        ]
      },
      {
        "date": "2026-07-17",
        "close": 0.03,
        "volume": 0,
        "typical_volume": 103895.0,
        "trend": 0.029667,
        "fair_value": 0.033846,
        "relative_strength": -11.805853,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 33.250388,
        "energy": 28.427956,
        "activity_lines": [
          0.03,
          0.03,
          0.029857,
          0.02972
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.03,
        "volume": 0,
        "typical_volume": null,
        "trend": null,
        "fair_value": null,
        "relative_strength": null,
        "stage": null,
        "regime": null,
        "modifier": null,
        "gate": null,
        "direction": null,
        "energy": null,
        "activity_lines": [
          null,
          null,
          null,
          null
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.02,
        "volume": 222500,
        "typical_volume": 101120.0,
        "trend": 0.029333,
        "fair_value": 0.033782,
        "relative_strength": -40.204483,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -93.112695,
        "energy": 97.330699,
        "activity_lines": [
          0.026667,
          0.028182,
          0.029,
          0.029118
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.02,
        "volume": 18900,
        "typical_volume": 96745.0,
        "trend": 0.029,
        "fair_value": 0.033718,
        "relative_strength": -41.473544,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -93.589283,
        "energy": 97.420903,
        "activity_lines": [
          0.024,
          0.026545,
          0.028143,
          0.028516
        ]
      }
    ],
    "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."
    }
  }
}