{
  "ticker": {
    "uuid": "88501f2c-a7e5-43a9-a892-9e857371c524",
    "symbol": "LNR",
    "name": "Linamar Corporation",
    "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": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 72.966,
    "architecture_energy": 67.915,
    "architecture_maturity": 36.238,
    "architecture_confidence": 94.788,
    "architecture_tenure": "Developing",
    "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": 17.73,
        "rotation_up": 63.88,
        "upward_expansion": 89.61,
        "deceleration": 45.09,
        "rotation_down": 20.63,
        "downward_expansion": 13.95
      },
      "activity_lines": [
        103.684001,
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        99.88289,
        96.958833
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.833333
    },
    "latest_close": 105.660004,
    "trend_reference": 93.683924,
    "distance_from_trend": 0.127835,
    "trend_direction": "Improving",
    "fair_value": 69.29585,
    "distance_from_fair_value": 0.524767,
    "fair_value_direction": "Improving",
    "relative_strength": 9.001887,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.200358,
    "excess_performance": 0.079936,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.127835,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.083152,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.524767,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.085092,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.090019,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.016253,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.200358,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.700733,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 489700,
      "relative_activity": 0.999847,
      "balance": 2.700733,
      "dry_up": 1.064622,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.044658,
      "annualized_volatility": 0.25965,
      "from_high_reference": -0.024287,
      "from_low_reference": 0.570728
    },
    "levels": {
      "trend_reference": 93.683924,
      "fair_value_reference": 69.29585,
      "structural_low": 77.06353,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 24,
        "median_return": 0.018647,
        "positive_rate": 0.583333,
        "directional_follow_through": 0.583333,
        "median_excess_return": -0.005278,
        "regime_survival": 0.666667,
        "best_return": 0.112022,
        "worst_return": -0.156539,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
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        "directional_follow_through": 0.6,
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        "regime_survival": 0.5,
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        "worst_return": -0.375088,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.035021,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
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        "regime_survival": 0.5,
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        "worst_return": -0.322296,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
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        "sufficient": false
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        "end": "2024-01-12",
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        "regime": "balance",
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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      {
        "regime": "upward_expansion",
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        "regime": "deceleration",
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        "date": "2026-04-17",
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      },
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        "date": "2026-05-22",
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      },
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        "date": "2026-05-29",
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        "typical_volume": 597525.0,
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      },
      {
        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 561405.0,
        "trend": 88.307933,
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      },
      {
        "date": "2026-06-26",
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        "trend": 89.793577,
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        "relative_strength": 7.978021,
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        "energy": 62.608784,
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 493480.0,
        "trend": 90.449422,
        "fair_value": 68.281033,
        "relative_strength": 4.522657,
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        "energy": 38.942102,
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      },
      {
        "date": "2026-07-10",
        "close": 101.309998,
        "volume": 636700,
        "typical_volume": 494840.0,
        "trend": 91.14702,
        "fair_value": 68.474377,
        "relative_strength": 9.219652,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 50.784124,
        "energy": 35.56899,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 103.660004,
        "volume": 484500,
        "typical_volume": 498095.0,
        "trend": 91.766607,
        "fair_value": 68.679296,
        "relative_strength": 11.44536,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 58.617342,
        "energy": 38.89582,
        "activity_lines": [
          100.852001,
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          97.241354,
          94.800264
        ]
      },
      {
        "date": "2026-07-24",
        "close": 101.589996,
        "volume": 547400,
        "typical_volume": 491945.0,
        "trend": 92.379466,
        "fair_value": 68.865312,
        "relative_strength": 8.564335,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 57.482865,
        "energy": 39.169556,
        "activity_lines": [
          101.21,
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          98.005735,
          95.434031
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      },
      {
        "date": "2026-07-31",
        "close": 103.389999,
        "volume": 564100,
        "typical_volume": 495600.0,
        "trend": 93.036095,
        "fair_value": 69.05142,
        "relative_strength": 10.542703,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 65.622685,
        "energy": 51.634425,
        "activity_lines": [
          102.225999,
          101.572545,
          98.876281,
          96.144388
        ]
      },
      {
        "date": "2026-08-07",
        "close": 105.660004,
        "volume": 489700,
        "typical_volume": 489775.0,
        "trend": 93.683924,
        "fair_value": 69.29585,
        "relative_strength": 9.001887,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 72.965975,
        "energy": 67.915239,
        "activity_lines": [
          103.684001,
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          96.958833
        ]
      }
    ],
    "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."
    }
  }
}