{
  "ticker": {
    "uuid": "1df297e0-f977-4b44-bf5e-b24be9317edc",
    "symbol": "KBL",
    "name": "K-Bro Linen 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": 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": 68.05,
    "architecture_energy": 82.346,
    "architecture_maturity": 45.682,
    "architecture_confidence": 91.131,
    "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": 3.33,
        "rotation_up": 71.9,
        "upward_expansion": 94.99,
        "deceleration": 43.83,
        "rotation_down": 16.87,
        "downward_expansion": 19.32
      },
      "activity_lines": [
        47.113694,
        46.084731,
        43.844913,
        41.841516
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 47.060001,
    "trend_reference": 39.34716,
    "distance_from_trend": 0.19602,
    "trend_direction": "Improving",
    "fair_value": 34.285214,
    "distance_from_fair_value": 0.372603,
    "fair_value_direction": "Improving",
    "relative_strength": 11.040198,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.373862,
    "excess_performance": 0.253441,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.19602,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.095621,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.372603,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.170816,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.110402,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.109406,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.373862,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.122549,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 83800,
      "relative_activity": 1.0712,
      "balance": 1.122549,
      "dry_up": 0.784226,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.036255,
      "annualized_volatility": 0.172866,
      "from_high_reference": -0.031403,
      "from_low_reference": 0.452508
    },
    "levels": {
      "trend_reference": 39.34716,
      "fair_value_reference": 34.285214,
      "structural_low": 33.897608,
      "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": -0.023624,
        "positive_rate": 0.375,
        "directional_follow_through": 0.375,
        "median_excess_return": -0.029453,
        "regime_survival": 0.708333,
        "best_return": 0.096778,
        "worst_return": -0.076505,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.03146,
        "positive_rate": 0.3,
        "directional_follow_through": 0.3,
        "median_excess_return": -0.103576,
        "regime_survival": 0.4,
        "best_return": 0.212456,
        "worst_return": -0.150611,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.044175,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.126584,
        "regime_survival": 0.0,
        "best_return": 0.134966,
        "worst_return": -0.20868,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
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        "best_return": 0.12227,
        "worst_return": -0.231531,
        "sufficient": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-02-28",
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "color": "red",
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      {
        "regime": "balance",
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        "volume": 79200,
        "typical_volume": 102335.0,
        "trend": 35.292197,
        "fair_value": 32.881672,
        "relative_strength": -2.746486,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 76.186154,
        "energy": 74.866634,
        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
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        "fair_value": 32.959494,
        "relative_strength": -1.207819,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "energy": 81.909787,
        "activity_lines": [
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          35.881539,
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      },
      {
        "date": "2026-05-08",
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        "trend": 35.546917,
        "fair_value": 33.043518,
        "relative_strength": 0.099588,
        "stage": 2,
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        "energy": 83.743649,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 108710.0,
        "trend": 35.645208,
        "fair_value": 33.114741,
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        "regime": "upward_expansion",
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        "gate": "up",
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        "activity_lines": [
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          36.660895,
          36.077699
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 109295.0,
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        "fair_value": 33.20464,
        "relative_strength": 3.944211,
        "stage": 2,
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        "energy": 85.937307,
        "activity_lines": [
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          38.78638,
          37.210147,
          36.459458
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      },
      {
        "date": "2026-05-29",
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        "volume": 67900,
        "typical_volume": 109320.0,
        "trend": 35.91312,
        "fair_value": 33.282908,
        "relative_strength": 1.767705,
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        "energy": 78.883799,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 106665.0,
        "trend": 36.112311,
        "fair_value": 33.36554,
        "relative_strength": 4.462393,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
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        "energy": 82.145527,
        "activity_lines": [
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          38.154232,
          37.160553
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      },
      {
        "date": "2026-06-12",
        "close": 43.090023,
        "volume": 7900,
        "typical_volume": 103240.0,
        "trend": 36.364987,
        "fair_value": 33.457482,
        "relative_strength": 6.742489,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 83.357615,
        "energy": 87.719626,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 96150.0,
        "trend": 36.63429,
        "fair_value": 33.554744,
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        "stage": 2,
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        "modifier": "Early expansion",
        "gate": "up",
        "direction": 76.990709,
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        "activity_lines": [
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          38.038808
        ]
      },
      {
        "date": "2026-06-26",
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        "volume": 12000,
        "typical_volume": 91990.0,
        "trend": 36.927811,
        "fair_value": 33.650102,
        "relative_strength": 7.012039,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 74.903473,
        "energy": 85.837255,
        "activity_lines": [
          42.763144,
          41.851005,
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          38.462844
        ]
      },
      {
        "date": "2026-07-03",
        "close": 45.093254,
        "volume": 6200,
        "typical_volume": 88405.0,
        "trend": 37.275032,
        "fair_value": 33.754479,
        "relative_strength": 10.792627,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 85.827237,
        "energy": 88.643502,
        "activity_lines": [
          43.670526,
          42.591598,
          40.467066,
          38.989646
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      },
      {
        "date": "2026-07-10",
        "close": 45.82169,
        "volume": 29900,
        "typical_volume": 86360.0,
        "trend": 37.641288,
        "fair_value": 33.857495,
        "relative_strength": 12.293122,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 84.299753,
        "energy": 88.803001,
        "activity_lines": [
          44.546165,
          43.347544,
          41.141897,
          39.541044
        ]
      },
      {
        "date": "2026-07-17",
        "close": 46.909355,
        "volume": 60700,
        "typical_volume": 84580.0,
        "trend": 38.057243,
        "fair_value": 33.963888,
        "relative_strength": 14.874061,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 86.114878,
        "energy": 89.996043,
        "activity_lines": [
          45.501814,
          44.178929,
          41.872344,
          40.138983
        ]
      },
      {
        "date": "2026-07-24",
        "close": 47.388332,
        "volume": 53600,
        "typical_volume": 83525.0,
        "trend": 38.484573,
        "fair_value": 34.072546,
        "relative_strength": 15.453365,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 82.239184,
        "energy": 89.566967,
        "activity_lines": [
          46.3625,
          44.966527,
          42.599778,
          40.740989
        ]
      },
      {
        "date": "2026-07-31",
        "close": 47.400002,
        "volume": 47300,
        "typical_volume": 80545.0,
        "trend": 38.917259,
        "fair_value": 34.181278,
        "relative_strength": 15.73655,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 75.600621,
        "energy": 86.477252,
        "activity_lines": [
          46.934536,
          45.609607,
          43.268862,
          41.316178
        ]
      },
      {
        "date": "2026-08-07",
        "close": 47.060001,
        "volume": 83800,
        "typical_volume": 78230.0,
        "trend": 39.34716,
        "fair_value": 34.285214,
        "relative_strength": 11.040198,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 68.050336,
        "energy": 82.345541,
        "activity_lines": [
          47.113694,
          46.084731,
          43.844913,
          41.841516
        ]
      }
    ],
    "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."
    }
  }
}