{
  "ticker": {
    "uuid": "2b459e24-83d7-4b39-8529-da0a77f83c64",
    "symbol": "BOKUS",
    "name": "Bokusgruppen AB (publ)",
    "exchange": "STO",
    "country": "SE",
    "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": "^OMX",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -56.306,
    "architecture_energy": 53.274,
    "architecture_maturity": 7.307,
    "architecture_confidence": 92.627,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 27.18,
        "rotation_up": 11.74,
        "upward_expansion": 10.76,
        "deceleration": 38.86,
        "rotation_down": 62.95,
        "downward_expansion": 84.09
      },
      "activity_lines": [
        65.813334,
        66.796364,
        67.654269,
        67.957651
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      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 65.599998,
    "trend_reference": 68.428759,
    "distance_from_trend": -0.041339,
    "trend_direction": "Weakening",
    "fair_value": 50.375759,
    "distance_from_fair_value": 0.302214,
    "fair_value_direction": "Weakening",
    "relative_strength": -17.18103,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.076994,
    "excess_performance": -0.138488,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.041339,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.030118,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.302214,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.168025,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.17181,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.099406,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.076994,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.219078,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 16947,
      "relative_activity": 0.848846,
      "balance": 0.219078,
      "dry_up": 0.78844,
      "accumulation_observations": 0,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.054045,
      "annualized_volatility": 0.31024,
      "from_high_reference": -0.232226,
      "from_low_reference": 0.109571
    },
    "levels": {
      "trend_reference": 68.428759,
      "fair_value_reference": 50.375759,
      "structural_low": 60.974416,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 12,
        "median_return": -0.023937,
        "positive_rate": 0.416667,
        "directional_follow_through": 0.583333,
        "median_excess_return": 0.008751,
        "regime_survival": 0.75,
        "best_return": 0.143866,
        "worst_return": -0.062696,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "positive_rate": 0.6,
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        "worst_return": -0.107374,
        "sufficient": true
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        "horizon": "Extended",
        "sample_count": 2,
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        "sufficient": false
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        "horizon": "Full cycle",
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      },
      {
        "date": "2026-04-24",
        "close": 74.567444,
        "volume": 23221,
        "typical_volume": 33026.45,
        "trend": 71.023333,
        "fair_value": 46.460015,
        "relative_strength": -0.231878,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 9.943267,
        "energy": 17.986839,
        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 32062.75,
        "trend": 71.468343,
        "fair_value": 46.754744,
        "relative_strength": 0.44616,
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        "modifier": "Balance after decline",
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        "energy": 25.186134,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 69.130226,
        "volume": 27088,
        "typical_volume": 32643.7,
        "trend": 71.61185,
        "fair_value": 47.019726,
        "relative_strength": -7.240402,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
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        "energy": 16.592453,
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      },
      {
        "date": "2026-05-15",
        "close": 68.0,
        "volume": 31066,
        "typical_volume": 33699.8,
        "trend": 71.483223,
        "fair_value": 47.276408,
        "relative_strength": -7.810788,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -17.36662,
        "energy": 11.378747,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
        "close": 67.199997,
        "volume": 44573,
        "typical_volume": 35006.1,
        "trend": 71.125153,
        "fair_value": 47.529016,
        "relative_strength": -12.138921,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -36.090619,
        "energy": 17.185356,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 64.599998,
        "volume": 28532,
        "typical_volume": 35330.85,
        "trend": 70.553681,
        "fair_value": 47.766539,
        "relative_strength": -15.394757,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -48.174989,
        "energy": 31.636432,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
        "close": 65.599998,
        "volume": 3645,
        "typical_volume": 32843.55,
        "trend": 70.125309,
        "fair_value": 48.008363,
        "relative_strength": -13.539684,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -55.090466,
        "energy": 44.026553,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 68.800003,
        "volume": 1335,
        "typical_volume": 30782.6,
        "trend": 70.159611,
        "fair_value": 48.272809,
        "relative_strength": -9.360847,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -51.946949,
        "energy": 42.546347,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
        "close": 69.599998,
        "volume": 12600,
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        "relative_strength": -10.221715,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 29.676444,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "volume": 2937,
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        "trend": 70.087169,
        "fair_value": 48.821744,
        "relative_strength": -9.827453,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -28.776072,
        "energy": 11.934405,
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      },
      {
        "date": "2026-07-03",
        "close": 69.0,
        "volume": 1208,
        "typical_volume": 27137.65,
        "trend": 69.843332,
        "fair_value": 49.092743,
        "relative_strength": -12.891136,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 14.970366,
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      },
      {
        "date": "2026-07-10",
        "close": 68.400002,
        "volume": 12461,
        "typical_volume": 25983.65,
        "trend": 69.721898,
        "fair_value": 49.365694,
        "relative_strength": -11.674077,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -25.008594,
        "energy": 13.913209,
        "activity_lines": [
          68.946668,
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      },
      {
        "date": "2026-07-17",
        "close": 64.199997,
        "volume": 18970,
        "typical_volume": 24349.4,
        "trend": 69.376316,
        "fair_value": 49.612249,
        "relative_strength": -15.989708,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -58.323282,
        "energy": 29.662899,
        "activity_lines": [
          67.333333,
          67.556363,
          68.353864,
          68.557106
        ]
      },
      {
        "date": "2026-07-24",
        "close": 66.400002,
        "volume": 18599,
        "typical_volume": 22492.95,
        "trend": 68.99403,
        "fair_value": 49.874488,
        "relative_strength": -14.236856,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -47.343916,
        "energy": 38.064848,
        "activity_lines": [
          66.76,
          67.36,
          68.166877,
          68.365086
        ]
      },
      {
        "date": "2026-07-31",
        "close": 65.800003,
        "volume": 8448,
        "typical_volume": 20991.55,
        "trend": 68.7212,
        "fair_value": 50.128136,
        "relative_strength": -15.778231,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.590922,
        "energy": 46.307598,
        "activity_lines": [
          66.200001,
          67.083637,
          67.921877,
          68.159019
        ]
      },
      {
        "date": "2026-08-07",
        "close": 65.599998,
        "volume": 16947,
        "typical_volume": 19964.75,
        "trend": 68.428759,
        "fair_value": 50.375759,
        "relative_strength": -17.18103,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.305765,
        "energy": 53.273642,
        "activity_lines": [
          65.813334,
          66.796364,
          67.654269,
          67.957651
        ]
      }
    ],
    "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."
    }
  }
}