{
  "ticker": {
    "uuid": "2ebac76c-b924-4b04-b4d5-d9171a435a17",
    "symbol": "ATO",
    "name": "Atos SE",
    "exchange": "PAR",
    "country": "FR",
    "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": "^FCHI",
    "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": -61.554,
    "architecture_energy": 56.298,
    "architecture_maturity": 56.232,
    "architecture_confidence": 85.174,
    "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": 19.97,
        "rotation_up": 14.65,
        "upward_expansion": 9.51,
        "deceleration": 44.52,
        "rotation_down": 65.12,
        "downward_expansion": 82.84
      },
      "activity_lines": [
        31.369334,
        32.170546,
        34.115714,
        35.387753
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      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 31.700001,
    "trend_reference": 38.559667,
    "distance_from_trend": -0.177897,
    "trend_direction": "Weakening",
    "fair_value": 201.794382,
    "distance_from_fair_value": -0.842909,
    "fair_value_direction": "Improving",
    "relative_strength": -30.613807,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.341299,
    "excess_performance": -0.39461,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.177897,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.112449,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.842909,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.023444,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.306138,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.17298,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.341299,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.798427,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 434092,
      "relative_activity": 0.836185,
      "balance": 0.798427,
      "dry_up": 1.181195,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.105557,
      "annualized_volatility": 0.495451,
      "from_high_reference": -0.498735,
      "from_low_reference": 0.145231
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    "levels": {
      "trend_reference": 38.559667,
      "fair_value_reference": 201.794382,
      "structural_low": 27.68,
      "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": 43,
        "median_return": -0.044029,
        "positive_rate": 0.348837,
        "directional_follow_through": 0.651163,
        "median_excess_return": -0.052643,
        "regime_survival": 0.860465,
        "best_return": 179.244355,
        "worst_return": -0.580478,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 15,
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        "positive_rate": 0.133333,
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        "regime_survival": 0.733333,
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        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
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      {
        "horizon": "Full cycle",
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        "date": "2026-04-17",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 577295.5,
        "trend": 40.476667,
        "fair_value": 213.523843,
        "relative_strength": -31.089389,
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        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -77.76113,
        "energy": 74.407324,
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          32.430667,
          34.193091,
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          37.058204
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      },
      {
        "date": "2026-07-24",
        "close": 30.08,
        "volume": 700941,
        "typical_volume": 563318.8,
        "trend": 39.952667,
        "fair_value": 208.335123,
        "relative_strength": -31.733383,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -74.554166,
        "energy": 72.745989,
        "activity_lines": [
          31.456,
          33.136363,
          34.794047,
          36.387451
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      },
      {
        "date": "2026-07-31",
        "close": 32.040001,
        "volume": 834971,
        "typical_volume": 568913.95,
        "trend": 39.282667,
        "fair_value": 204.952497,
        "relative_strength": -28.456376,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.719863,
        "energy": 58.357036,
        "activity_lines": [
          31.437334,
          32.578546,
          34.459595,
          35.876957
        ]
      },
      {
        "date": "2026-08-07",
        "close": 31.700001,
        "volume": 434092,
        "typical_volume": 519134.05,
        "trend": 38.559667,
        "fair_value": 201.794382,
        "relative_strength": -30.613807,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -61.553504,
        "energy": 56.297817,
        "activity_lines": [
          31.369334,
          32.170546,
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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."
    }
  }
}