{
  "ticker": {
    "uuid": "5f5114dd-96e1-4739-929c-64c08ddcb71f",
    "symbol": "ZZZD",
    "name": "BMO Tactical Dividend ETF Fund ETF",
    "exchange": "TOR",
    "country": "CA",
    "assetType": "etf"
  },
  "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": 49.596,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 63.29,
    "architecture_energy": 52.919,
    "architecture_maturity": 83.655,
    "architecture_confidence": 66.151,
    "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": 10.26,
        "rotation_up": 52.9,
        "upward_expansion": 84.55,
        "deceleration": 65.8,
        "rotation_down": 28.39,
        "downward_expansion": 8.89
      },
      "activity_lines": [
        32.215334,
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        31.989653,
        31.692239
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.833333
    },
    "latest_close": 32.220001,
    "trend_reference": 31.2372,
    "distance_from_trend": 0.031463,
    "trend_direction": "Improving",
    "fair_value": 27.748028,
    "distance_from_fair_value": 0.161164,
    "fair_value_direction": "Improving",
    "relative_strength": -5.287505,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.064114,
    "excess_performance": -0.056308,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.031463,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.032592,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.161164,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.004027,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.052875,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.003065,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.064114,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.37027,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 6900,
      "relative_activity": 2.04142,
      "balance": 0.37027,
      "dry_up": 3.39497,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.009965,
      "annualized_volatility": 0.070698,
      "from_high_reference": -0.015281,
      "from_low_reference": 0.151132
    },
    "levels": {
      "trend_reference": 31.2372,
      "fair_value_reference": 27.748028,
      "structural_low": 30.110394,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 39,
        "median_return": 0.003165,
        "positive_rate": 0.641026,
        "directional_follow_through": 0.641026,
        "median_excess_return": -0.015496,
        "regime_survival": 0.769231,
        "best_return": 0.047764,
        "worst_return": -0.049751,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 14,
        "median_return": 0.016586,
        "positive_rate": 0.642857,
        "directional_follow_through": 0.642857,
        "median_excess_return": -0.02718,
        "regime_survival": 0.714286,
        "best_return": 0.063361,
        "worst_return": -0.018385,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": 0.050282,
        "positive_rate": 0.875,
        "directional_follow_through": 0.875,
        "median_excess_return": -0.041909,
        "regime_survival": 0.5,
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        "worst_return": -0.116758,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.071925,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.093633,
        "regime_survival": 0.5,
        "best_return": 0.09957,
        "worst_return": -0.081218,
        "sufficient": false
      }
    ],
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        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-08-09",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-01-24",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
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      {
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      {
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        "modifier": "Re-accelerating",
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 1985.0,
        "trend": 29.877296,
        "fair_value": 27.066042,
        "relative_strength": -5.22239,
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        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "fair_value": 27.105956,
        "relative_strength": -4.980965,
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        "modifier": "Re-accelerating",
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 1975.0,
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
        "close": 31.90028,
        "volume": 100,
        "typical_volume": 1875.0,
        "trend": 30.251238,
        "fair_value": 27.241005,
        "relative_strength": -4.42747,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 75.325679,
        "energy": 66.752958,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "volume": 100,
        "typical_volume": 1725.0,
        "trend": 30.348431,
        "fair_value": 27.286914,
        "relative_strength": -3.560456,
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        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 32.167767,
        "volume": 0,
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        "trend": 30.449032,
        "fair_value": 27.336663,
        "relative_strength": -3.551948,
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        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 81.21264,
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        "activity_lines": [
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      },
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
        "close": 31.93,
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        "fair_value": 27.43776,
        "relative_strength": -3.846614,
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        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 66.753371,
        "energy": 76.533095,
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          31.547786,
          31.181094
        ]
      },
      {
        "date": "2026-07-03",
        "close": 32.279999,
        "volume": 4100,
        "typical_volume": 1100.0,
        "trend": 30.731275,
        "fair_value": 27.491579,
        "relative_strength": -3.285634,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 81.369726,
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      },
      {
        "date": "2026-07-10",
        "close": 32.18,
        "volume": 3700,
        "typical_volume": 1250.0,
        "trend": 30.837511,
        "fair_value": 27.543328,
        "relative_strength": -3.481711,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 70.200601,
        "energy": 81.259984,
        "activity_lines": [
          32.147615,
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          31.729602,
          31.380935
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      },
      {
        "date": "2026-07-17",
        "close": 31.98,
        "volume": 14500,
        "typical_volume": 1945.0,
        "trend": 30.933813,
        "fair_value": 27.594594,
        "relative_strength": -3.722552,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.560582,
        "energy": 62.564034,
        "activity_lines": [
          32.095882,
          32.050182,
          31.784886,
          31.454644
        ]
      },
      {
        "date": "2026-07-24",
        "close": 32.369999,
        "volume": 7100,
        "typical_volume": 2245.0,
        "trend": 31.045402,
        "fair_value": 27.64539,
        "relative_strength": -2.61213,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 79.807828,
        "energy": 69.027241,
        "activity_lines": [
          32.186666,
          32.121246,
          31.872464,
          31.547301
        ]
      },
      {
        "date": "2026-07-31",
        "close": 32.220001,
        "volume": 17400,
        "typical_volume": 3100.0,
        "trend": 31.148067,
        "fair_value": 27.697509,
        "relative_strength": -2.433619,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.194511,
        "energy": 58.702035,
        "activity_lines": [
          32.210667,
          32.152354,
          31.93561,
          31.623082
        ]
      },
      {
        "date": "2026-08-07",
        "close": 32.220001,
        "volume": 6900,
        "typical_volume": 3380.0,
        "trend": 31.2372,
        "fair_value": 27.748028,
        "relative_strength": -5.287505,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.2895,
        "energy": 52.918827,
        "activity_lines": [
          32.215334,
          32.175668,
          31.989653,
          31.692239
        ]
      }
    ],
    "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."
    }
  }
}