{
  "ticker": {
    "uuid": "54523e1b-a9d1-4360-a7fc-ca9c1c496f0e",
    "symbol": "NOBI",
    "name": "Nobia 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": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -36.358,
    "architecture_energy": 29.291,
    "architecture_maturity": 100.0,
    "architecture_confidence": 80.225,
    "architecture_tenure": "Established",
    "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": 30.87,
        "rotation_up": 31.94,
        "upward_expansion": 21.96,
        "deceleration": 47.0,
        "rotation_down": 26.09,
        "downward_expansion": 60.63
      },
      "activity_lines": [
        15.548,
        14.902691,
        15.37499,
        16.761809
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 16.524,
    "trend_reference": 19.206615,
    "distance_from_trend": -0.139671,
    "trend_direction": "Weakening",
    "fair_value": 28.791505,
    "distance_from_fair_value": -0.426081,
    "fair_value_direction": "Improving",
    "relative_strength": -40.659623,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.396343,
    "excess_performance": -0.457837,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.139671,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.200979,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.426081,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.018712,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.406596,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.053346,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.396343,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.65972,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1632124,
      "relative_activity": 0.807547,
      "balance": 0.65972,
      "dry_up": 0.911153,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.088133,
      "annualized_volatility": 0.439997,
      "from_high_reference": -0.556473,
      "from_low_reference": 0.290736
    },
    "levels": {
      "trend_reference": 19.206615,
      "fair_value_reference": 28.791505,
      "structural_low": 12.802,
      "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": 42,
        "median_return": -0.055896,
        "positive_rate": 0.380952,
        "directional_follow_through": 0.619048,
        "median_excess_return": -0.043554,
        "regime_survival": 0.880952,
        "best_return": 0.295401,
        "worst_return": -0.229827,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
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        "worst_return": -0.37556,
        "sufficient": true
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      {
        "horizon": "Extended",
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        "worst_return": -0.536597,
        "sufficient": true
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      {
        "horizon": "Full cycle",
        "sample_count": 4,
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        "sufficient": false
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        "date": "2026-04-17",
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      {
        "date": "2026-07-17",
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        "stage": 4,
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        "modifier": "Established contraction",
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          14.288667,
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      },
      {
        "date": "2026-07-24",
        "close": 15.578,
        "volume": 1825138,
        "typical_volume": 2289933.35,
        "trend": 20.368726,
        "fair_value": 29.051885,
        "relative_strength": -44.211156,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -52.229902,
        "energy": 50.387366,
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          14.796267,
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      },
      {
        "date": "2026-07-31",
        "close": 14.678,
        "volume": 1407250,
        "typical_volume": 2125919.0,
        "trend": 19.825159,
        "fair_value": 28.913943,
        "relative_strength": -47.226529,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -47.296921,
        "energy": 40.491811,
        "activity_lines": [
          14.902,
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          15.360667,
          16.974787
        ]
      },
      {
        "date": "2026-08-07",
        "close": 16.524,
        "volume": 1632124,
        "typical_volume": 2021087.45,
        "trend": 19.206615,
        "fair_value": 28.791505,
        "relative_strength": -40.659623,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -36.357729,
        "energy": 29.291281,
        "activity_lines": [
          15.548,
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      }
    ],
    "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."
    }
  }
}