{
  "ticker": {
    "uuid": "7c1f677d-a6ad-4871-a794-43813a239aa1",
    "symbol": "CFW",
    "name": "Calfrac Well Services Ltd.",
    "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": 59.61,
    "architecture_energy": 33.275,
    "architecture_maturity": 34.771,
    "architecture_confidence": 79.33,
    "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": 34.65,
        "rotation_up": 47.62,
        "upward_expansion": 73.97,
        "deceleration": 61.27,
        "rotation_down": 20.65,
        "downward_expansion": 2.97
      },
      "activity_lines": [
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        6.38,
        6.229095,
        6.094
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 6.67,
    "trend_reference": 5.869,
    "distance_from_trend": 0.13648,
    "trend_direction": "Improving",
    "fair_value": 4.420064,
    "distance_from_fair_value": 0.509028,
    "fair_value_direction": "Improving",
    "relative_strength": 24.304873,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.28023,
    "excess_performance": 0.159809,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.13648,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.187656,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.509028,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.262247,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.243049,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.090361,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.28023,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.714423,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 173100,
      "relative_activity": 0.530729,
      "balance": 1.714423,
      "dry_up": 0.812114,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.092954,
      "annualized_volatility": 0.492705,
      "from_high_reference": -0.023426,
      "from_low_reference": 1.208609
    },
    "levels": {
      "trend_reference": 5.869,
      "fair_value_reference": 4.420064,
      "structural_low": 4.8,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 15,
        "median_return": -0.020408,
        "positive_rate": 0.466667,
        "directional_follow_through": 0.466667,
        "median_excess_return": -0.007727,
        "regime_survival": 0.666667,
        "best_return": 0.244701,
        "worst_return": -0.203936,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "worst_return": -0.252577,
        "sufficient": true
      },
      {
        "horizon": "Extended",
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        "worst_return": -0.217726,
        "sufficient": false
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      {
        "horizon": "Full cycle",
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        "worst_return": -0.208978,
        "sufficient": false
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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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": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 378520.0,
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        "fair_value": 4.362756,
        "relative_strength": 30.396271,
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        "energy": 53.999643,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 6400,
        "typical_volume": 345445.0,
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        "fair_value": 4.377115,
        "relative_strength": 21.940315,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 55.594581,
        "energy": 41.019597,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "volume": 412500,
        "typical_volume": 358730.0,
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        "fair_value": 4.391282,
        "relative_strength": 21.543531,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 50.989357,
        "energy": 30.819173,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 6.35,
        "volume": 303400,
        "typical_volume": 358455.0,
        "trend": 5.640333,
        "fair_value": 4.399295,
        "relative_strength": 23.991331,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 43.113645,
        "energy": 26.417474,
        "activity_lines": [
          6.286,
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          6.113429,
          5.953333
        ]
      },
      {
        "date": "2026-07-24",
        "close": 6.36,
        "volume": 236500,
        "typical_volume": 361820.0,
        "trend": 5.714,
        "fair_value": 4.406859,
        "relative_strength": 23.227294,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 41.13832,
        "energy": 23.070413,
        "activity_lines": [
          6.306,
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          6.149952,
          5.999763
        ]
      },
      {
        "date": "2026-07-31",
        "close": 6.29,
        "volume": 346500,
        "typical_volume": 357210.0,
        "trend": 5.785333,
        "fair_value": 4.413141,
        "relative_strength": 21.80448,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 38.782115,
        "energy": 21.995807,
        "activity_lines": [
          6.298667,
          6.316727,
          6.174619,
          6.036925
        ]
      },
      {
        "date": "2026-08-07",
        "close": 6.67,
        "volume": 173100,
        "typical_volume": 326155.0,
        "trend": 5.869,
        "fair_value": 4.420064,
        "relative_strength": 24.304873,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 59.610172,
        "energy": 33.27502,
        "activity_lines": [
          6.432,
          6.38,
          6.229095,
          6.094
        ]
      }
    ],
    "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."
    }
  }
}