{
  "ticker": {
    "uuid": "c795f6c6-09fe-4f14-b8b0-525a5d791be6",
    "symbol": "VVU",
    "name": "Vivendi SE",
    "exchange": "GER",
    "country": "DE",
    "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": "^GDAXI",
    "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": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -71.241,
    "architecture_energy": 83.749,
    "architecture_maturity": 20.273,
    "architecture_confidence": 82.797,
    "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": 20.14,
        "rotation_up": 10.73,
        "upward_expansion": 21.78,
        "deceleration": 34.18,
        "rotation_down": 80.83,
        "downward_expansion": 95.11
      },
      "activity_lines": [
        1.754467,
        1.899636,
        2.023769,
        2.039527
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 1.716,
    "trend_reference": 2.088626,
    "distance_from_trend": -0.178407,
    "trend_direction": "Weakening",
    "fair_value": 2.258248,
    "distance_from_fair_value": -0.240119,
    "fair_value_direction": "Weakening",
    "relative_strength": -33.298194,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.219924,
    "excess_performance": -0.284563,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.178407,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.072109,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.240119,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.188548,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.332982,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.132836,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.219924,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.325761,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 140975,
      "relative_activity": 0.69682,
      "balance": 0.325761,
      "dry_up": 0.90202,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.095481,
      "annualized_volatility": 0.563068,
      "from_high_reference": -0.463173,
      "from_low_reference": 0.076537
    },
    "levels": {
      "trend_reference": 2.088626,
      "fair_value_reference": 2.258248,
      "structural_low": 1.594,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 15,
        "median_return": 0.005302,
        "positive_rate": 0.533333,
        "directional_follow_through": 0.466667,
        "median_excess_return": 0.009034,
        "regime_survival": 0.733333,
        "best_return": 0.32402,
        "worst_return": -0.233772,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.034782,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.004911,
        "regime_survival": 0.333333,
        "best_return": 0.535066,
        "worst_return": -0.209428,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.12092,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.058092,
        "regime_survival": 0.0,
        "best_return": 0.56079,
        "worst_return": -0.071368,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.321804,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.107922,
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        "best_return": 0.322446,
        "worst_return": -0.049582,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "start": "2024-09-27",
        "end": "2024-11-01",
        "tenure": "Developing",
        "return": -0.077909,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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      },
      {
        "regime": "rotation_up",
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        "active": false
      },
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        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-05-16",
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        "active": false
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        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
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      {
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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      {
        "regime": "balance",
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        "active": false
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        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-01",
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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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        "typical_volume": 167450.15,
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        "relative_strength": -16.397565,
        "stage": 1,
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      },
      {
        "date": "2026-06-12",
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        "stage": 4,
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "gate": "mixed",
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 125282.0,
        "trend": 2.178789,
        "fair_value": 2.25073,
        "relative_strength": -15.386458,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-07-10",
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        "trend": 2.162361,
        "fair_value": 2.252724,
        "relative_strength": -25.396098,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -25.588345,
        "energy": 19.885898,
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          2.116867,
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      },
      {
        "date": "2026-07-17",
        "close": 1.884,
        "volume": 60300,
        "typical_volume": 209634.85,
        "trend": 2.148038,
        "fair_value": 2.254607,
        "relative_strength": -25.390255,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -60.909211,
        "energy": 41.784092,
        "activity_lines": [
          2.0304,
          2.116273,
          2.11759,
          2.116479
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.89,
        "volume": 362754,
        "typical_volume": 224106.7,
        "trend": 2.134275,
        "fair_value": 2.256703,
        "relative_strength": -25.018086,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.880899,
        "energy": 67.013848,
        "activity_lines": [
          1.963667,
          2.064327,
          2.099688,
          2.099832
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.594,
        "volume": 165929,
        "typical_volume": 204456.55,
        "trend": 2.110448,
        "fair_value": 2.257109,
        "relative_strength": -37.198264,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -87.597817,
        "energy": 86.593172,
        "activity_lines": [
          1.8192,
          1.964091,
          2.055117,
          2.064975
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.716,
        "volume": 140975,
        "typical_volume": 202312.0,
        "trend": 2.088626,
        "fair_value": 2.258248,
        "relative_strength": -33.298194,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -71.240753,
        "energy": 83.749342,
        "activity_lines": [
          1.754467,
          1.899636,
          2.023769,
          2.039527
        ]
      }
    ],
    "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."
    }
  }
}