{
  "ticker": {
    "uuid": "64fe095c-8ad5-4702-90a6-611642bcf4a7",
    "symbol": "BNS",
    "name": "The Bank of Nova Scotia",
    "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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 68.01,
    "architecture_energy": 65.648,
    "architecture_maturity": 81.298,
    "architecture_confidence": 85.582,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 13.94,
        "rotation_up": 56.28,
        "upward_expansion": 85.33,
        "deceleration": 68.29,
        "rotation_down": 28.18,
        "downward_expansion": 12.0
      },
      "activity_lines": [
        123.651334,
        122.78081,
        117.727687,
        113.190088
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 124.0,
    "trend_reference": 108.258049,
    "distance_from_trend": 0.145411,
    "trend_direction": "Improving",
    "fair_value": 74.851041,
    "distance_from_fair_value": 0.656624,
    "fair_value_direction": "Improving",
    "relative_strength": 10.225252,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.202411,
    "excess_performance": 0.081989,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.145411,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.083066,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.656624,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.13263,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.102253,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.034799,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.202411,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.632111,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 17515500,
      "relative_activity": 1.074581,
      "balance": 4.632111,
      "dry_up": 1.08292,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.03041,
      "annualized_volatility": 0.185042,
      "from_high_reference": -0.022622,
      "from_low_reference": 0.666444
    },
    "levels": {
      "trend_reference": 108.258049,
      "fair_value_reference": 74.851041,
      "structural_low": 91.805032,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 27,
        "median_return": 0.021118,
        "positive_rate": 0.777778,
        "directional_follow_through": 0.777778,
        "median_excess_return": 0.00554,
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        "worst_return": -0.090742,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
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        "worst_return": -0.115152,
        "sufficient": true
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      {
        "horizon": "Extended",
        "sample_count": 6,
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        "regime_survival": 0.5,
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        "worst_return": -0.163545,
        "sufficient": true
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      {
        "horizon": "Full cycle",
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      },
      {
        "date": "2026-04-17",
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      },
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      },
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      },
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-12",
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      },
      {
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      },
      {
        "date": "2026-06-26",
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        "modifier": "Re-accelerating",
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        "direction": 84.847418,
        "energy": 93.913305,
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      },
      {
        "date": "2026-07-03",
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        "modifier": "Established expansion",
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      },
      {
        "date": "2026-07-10",
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        "trend": 104.981525,
        "fair_value": 73.11205,
        "relative_strength": 15.943725,
        "stage": 2,
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        "modifier": "Established expansion",
        "gate": "up",
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      },
      {
        "date": "2026-07-17",
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        "volume": 14629600,
        "typical_volume": 16448020.0,
        "trend": 105.893053,
        "fair_value": 73.547398,
        "relative_strength": 16.501435,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 81.594212,
        "energy": 92.638002,
        "activity_lines": [
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          113.803279,
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        ]
      },
      {
        "date": "2026-07-24",
        "close": 122.730003,
        "volume": 23290900,
        "typical_volume": 16652250.0,
        "trend": 106.680781,
        "fair_value": 73.973015,
        "relative_strength": 13.261047,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 68.074908,
        "energy": 77.620333,
        "activity_lines": [
          123.401335,
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      },
      {
        "date": "2026-07-31",
        "close": 122.970001,
        "volume": 15169700,
        "typical_volume": 16472950.0,
        "trend": 107.440969,
        "fair_value": 74.409355,
        "relative_strength": 13.406586,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.336343,
        "energy": 66.310231,
        "activity_lines": [
          123.410011,
          122.022967,
          116.481627,
          112.121764
        ]
      },
      {
        "date": "2026-08-07",
        "close": 124.0,
        "volume": 17515500,
        "typical_volume": 16299845.0,
        "trend": 108.258049,
        "fair_value": 74.851041,
        "relative_strength": 10.225252,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 68.010173,
        "energy": 65.648081,
        "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."
    }
  }
}