{
  "ticker": {
    "uuid": "d971d5ab-2dd2-45da-9e07-a914671ad417",
    "symbol": "ZFN",
    "name": "BMO SIA Focused North American Equity Fund ETF Series",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 61.192,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 34.524,
    "architecture_energy": 24.389,
    "architecture_maturity": 52.794,
    "architecture_confidence": 71.966,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 52.09,
        "rotation_up": 23.4,
        "upward_expansion": 56.26,
        "deceleration": 90.78,
        "rotation_down": 30.83,
        "downward_expansion": 19.92
      },
      "activity_lines": [
        63.363333,
        63.951636,
        63.200762,
        62.452355
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 62.57,
    "trend_reference": 62.123834,
    "distance_from_trend": 0.007182,
    "trend_direction": "Weakening",
    "fair_value": 56.919722,
    "distance_from_fair_value": 0.099267,
    "fair_value_direction": "Weakening",
    "relative_strength": -13.177114,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.016659,
    "excess_performance": -0.13708,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.007182,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.014898,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.099267,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.023123,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.131771,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.001726,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.016659,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.687566,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 13500,
      "relative_activity": 0.708104,
      "balance": 0.687566,
      "dry_up": 0.639916,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.026555,
      "annualized_volatility": 0.152626,
      "from_high_reference": -0.097174,
      "from_low_reference": 0.100809
    },
    "levels": {
      "trend_reference": 62.123834,
      "fair_value_reference": 56.919722,
      "structural_low": 56.84,
      "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": 9,
        "median_return": 0.003486,
        "positive_rate": 0.555556,
        "directional_follow_through": 0.555556,
        "median_excess_return": -0.010028,
        "regime_survival": 0.222222,
        "best_return": 0.043727,
        "worst_return": -0.041095,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.007871,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": -6e-05,
        "regime_survival": 0.0,
        "best_return": 0.137175,
        "worst_return": -0.091311,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.053768,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.012685,
        "regime_survival": 0.166667,
        "best_return": 0.253508,
        "worst_return": -0.106779,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.036331,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.049449,
        "regime_survival": 0.0,
        "best_return": 0.335543,
        "worst_return": -0.037151,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-21",
        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.075599,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-11",
        "end": "2025-05-02",
        "tenure": "New",
        "return": 0.019031,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-09",
        "end": "2025-05-30",
        "tenure": "New",
        "return": 0.027877,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-06",
        "end": "2025-07-11",
        "tenure": "Developing",
        "return": 0.01895,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-08-29",
        "tenure": "Developing",
        "return": 0.027508,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-11-21",
        "tenure": "Developing",
        "return": 0.001671,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-12-12",
        "tenure": "New",
        "return": 0.001891,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-12-19",
        "end": "2026-01-09",
        "tenure": "New",
        "return": -0.034841,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-16",
        "end": "2026-01-30",
        "tenure": "New",
        "return": -0.054691,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-02-06",
        "end": "2026-02-27",
        "tenure": "New",
        "return": -0.021374,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-06",
        "end": "2026-05-22",
        "tenure": "Developing",
        "return": 0.047069,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-06-12",
        "tenure": "New",
        "return": 0.052442,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-07-31",
        "tenure": "Developing",
        "return": -0.040189,
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
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    ],
    "chart_path": [
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        "close": 59.610001,
        "volume": 31400,
        "typical_volume": 20459.25,
        "trend": 63.950481,
        "fair_value": 54.861663,
        "relative_strength": -16.519553,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -50.124006,
        "energy": 45.783566,
        "activity_lines": [
          59.088001,
          59.000364,
          60.681677,
          62.218407
        ]
      },
      {
        "date": "2026-05-01",
        "close": 60.48,
        "volume": 20000,
        "typical_volume": 20555.7,
        "trend": 63.743421,
        "fair_value": 54.997439,
        "relative_strength": -14.8788,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -44.198305,
        "energy": 34.21781,
        "activity_lines": [
          59.650667,
          59.175819,
          60.487916,
          61.994505
        ]
      },
      {
        "date": "2026-05-08",
        "close": 61.889999,
        "volume": 10400,
        "typical_volume": 20439.55,
        "trend": 63.633026,
        "fair_value": 55.141234,
        "relative_strength": -13.004491,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -35.844916,
        "energy": 24.054408,
        "activity_lines": [
          60.475333,
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          60.467377,
          61.87493
        ]
      },
      {
        "date": "2026-05-15",
        "close": 61.900002,
        "volume": 23900,
        "typical_volume": 21394.8,
        "trend": 63.479417,
        "fair_value": 55.278164,
        "relative_strength": -12.017064,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -24.328345,
        "energy": 26.194897,
        "activity_lines": [
          61.081334,
          60.133273,
          60.478215,
          61.763122
        ]
      },
      {
        "date": "2026-05-22",
        "close": 62.509998,
        "volume": 29500,
        "typical_volume": 21210.0,
        "trend": 63.31915,
        "fair_value": 55.412822,
        "relative_strength": -12.441359,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": 1.626947,
        "energy": 19.946902,
        "activity_lines": [
          61.759333,
          60.687273,
          60.580762,
          61.700579
        ]
      },
      {
        "date": "2026-05-29",
        "close": 61.209999,
        "volume": 28600,
        "typical_volume": 21775.0,
        "trend": 63.063364,
        "fair_value": 55.543698,
        "relative_strength": -14.595354,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -5.386531,
        "energy": 19.773858,
        "activity_lines": [
          61.736666,
          60.951273,
          60.561929,
          61.564504
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      },
      {
        "date": "2026-06-05",
        "close": 61.27,
        "volume": 2800,
        "typical_volume": 21175.0,
        "trend": 62.895593,
        "fair_value": 55.673396,
        "relative_strength": -13.25475,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -5.806073,
        "energy": 16.558138,
        "activity_lines": [
          61.627333,
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          60.571143,
          61.448803
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      },
      {
        "date": "2026-06-12",
        "close": 64.419998,
        "volume": 3600,
        "typical_volume": 20505.0,
        "trend": 62.844699,
        "fair_value": 55.812552,
        "relative_strength": -9.848891,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 21.084478,
        "energy": 26.937528,
        "activity_lines": [
          62.515332,
          61.843818,
          60.906833,
          61.547152
        ]
      },
      {
        "date": "2026-06-19",
        "close": 65.690002,
        "volume": 4400,
        "typical_volume": 19815.0,
        "trend": 62.877165,
        "fair_value": 55.968206,
        "relative_strength": -7.836841,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 46.195099,
        "energy": 61.121936,
        "activity_lines": [
          63.658,
          62.665273,
          61.363048,
          61.73072
        ]
      },
      {
        "date": "2026-06-26",
        "close": 64.639999,
        "volume": 5000,
        "typical_volume": 19495.0,
        "trend": 62.74759,
        "fair_value": 56.107889,
        "relative_strength": -8.969661,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 33.075295,
        "energy": 62.260092,
        "activity_lines": [
          64.198,
          63.191091,
          61.707286,
          61.844451
        ]
      },
      {
        "date": "2026-07-03",
        "close": 65.5,
        "volume": 500,
        "typical_volume": 18830.0,
        "trend": 62.659997,
        "fair_value": 56.258452,
        "relative_strength": -8.129769,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 46.598794,
        "energy": 72.899213,
        "activity_lines": [
          64.882667,
          63.761636,
          62.128619,
          62.022026
        ]
      },
      {
        "date": "2026-07-10",
        "close": 64.910004,
        "volume": 11700,
        "typical_volume": 18575.0,
        "trend": 62.535103,
        "fair_value": 56.397013,
        "relative_strength": -8.763651,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 37.497337,
        "energy": 67.820821,
        "activity_lines": [
          65.084668,
          64.117819,
          62.47881,
          62.167188
        ]
      },
      {
        "date": "2026-07-17",
        "close": 64.110001,
        "volume": 8700,
        "typical_volume": 18595.0,
        "trend": 62.396138,
        "fair_value": 56.532143,
        "relative_strength": -9.416095,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 35.119143,
        "energy": 50.107726,
        "activity_lines": [
          64.777335,
          64.248001,
          62.742858,
          62.268794
        ]
      },
      {
        "date": "2026-07-24",
        "close": 64.089996,
        "volume": 20100,
        "typical_volume": 18795.0,
        "trend": 62.233834,
        "fair_value": 56.663002,
        "relative_strength": -9.362575,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 58.435649,
        "energy": 44.584697,
        "activity_lines": [
          64.484,
          64.334182,
          62.996238,
          62.378075
        ]
      },
      {
        "date": "2026-07-31",
        "close": 63.049999,
        "volume": 6500,
        "typical_volume": 18710.0,
        "trend": 62.234834,
        "fair_value": 56.793444,
        "relative_strength": -10.094163,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 42.169092,
        "energy": 27.939633,
        "activity_lines": [
          63.950666,
          64.191454,
          63.129667,
          62.430731
        ]
      },
      {
        "date": "2026-08-07",
        "close": 62.57,
        "volume": 13500,
        "typical_volume": 19065.0,
        "trend": 62.123834,
        "fair_value": 56.919722,
        "relative_strength": -13.177114,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.52441,
        "energy": 24.388867,
        "activity_lines": [
          63.363333,
          63.951636,
          63.200762,
          62.452355
        ]
      }
    ],
    "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."
    }
  }
}