{
  "ticker": {
    "uuid": "abe2ae75-755f-4d02-b261-a193dc501909",
    "symbol": "AUB",
    "name": "Aubay Soci\u00e9t\u00e9 Anonyme",
    "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": 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": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 66.03,
    "architecture_energy": 42.431,
    "architecture_maturity": 35.35,
    "architecture_confidence": 68.095,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 33.02,
        "rotation_up": 40.87,
        "upward_expansion": 74.91,
        "deceleration": 68.19,
        "rotation_down": 27.45,
        "downward_expansion": 6.24
      },
      "activity_lines": [
        55.353333,
        55.276364,
        54.054762,
        52.134362
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 56.799999,
    "trend_reference": 50.993231,
    "distance_from_trend": 0.113873,
    "trend_direction": "Improving",
    "fair_value": 43.251766,
    "distance_from_fair_value": 0.313241,
    "fair_value_direction": "Improving",
    "relative_strength": 6.531492,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.072258,
    "excess_performance": 0.018947,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.113873,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.022654,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.313241,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.090626,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.065315,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.010251,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.072258,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.065176,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 33316,
      "relative_activity": 0.90557,
      "balance": 2.065176,
      "dry_up": 1.073917,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.049523,
      "annualized_volatility": 0.307911,
      "from_high_reference": -0.104231,
      "from_low_reference": 0.445802
    },
    "levels": {
      "trend_reference": 50.993231,
      "fair_value_reference": 43.251766,
      "structural_low": 39.286155,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 8,
        "median_return": -0.012399,
        "positive_rate": 0.375,
        "directional_follow_through": 0.375,
        "median_excess_return": -0.009555,
        "regime_survival": 0.25,
        "best_return": 0.182668,
        "worst_return": -0.111111,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.026793,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.05382,
        "regime_survival": 0.166667,
        "best_return": 0.178523,
        "worst_return": -0.070545,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.022834,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.06863,
        "regime_survival": 0.0,
        "best_return": 0.115244,
        "worst_return": -0.149625,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.07527,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.030354,
        "regime_survival": 0.0,
        "best_return": 0.210819,
        "worst_return": -0.135913,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-20",
        "end": "2025-01-03",
        "tenure": "New",
        "return": 0.012359,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-10",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": -0.016667,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-14",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.171985,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-06",
        "end": "2025-08-22",
        "tenure": "Developing",
        "return": -0.043738,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-29",
        "end": "2025-09-05",
        "tenure": "New",
        "return": -0.06044,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-09-12",
        "end": "2025-10-03",
        "tenure": "New",
        "return": 0.12297,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-10",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": 0.086686,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-12-05",
        "tenure": "New",
        "return": 0.035363,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-02-13",
        "tenure": "Developing",
        "return": -0.098165,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-02-27",
        "tenure": "New",
        "return": -0.027778,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2026-04-24",
        "tenure": "Developing",
        "return": 0.011905,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2026-05-15",
        "tenure": "New",
        "return": 0.044177,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-07-17",
        "tenure": "Developing",
        "return": -0.001869,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.034608,
        "active": true
      }
    ],
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        "relative_strength": -5.874525,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -39.259528,
        "energy": 21.972247,
        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
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        "volume": 62353,
        "typical_volume": 51740.9,
        "trend": 48.92368,
        "fair_value": 42.044377,
        "relative_strength": 0.672715,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -25.613438,
        "energy": 21.70567,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 51.495384,
        "volume": 48000,
        "typical_volume": 51441.4,
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        "fair_value": 42.119041,
        "relative_strength": 5.506417,
        "stage": 3,
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        "energy": 21.253549,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 52780.5,
        "trend": 49.384828,
        "fair_value": 42.186529,
        "relative_strength": 6.671453,
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        "gate": "mixed",
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        "energy": 32.475503,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 52551.15,
        "trend": 49.678228,
        "fair_value": 42.268174,
        "relative_strength": 8.968016,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 36.703919,
        "energy": 49.247053,
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 50852.25,
        "trend": 49.863641,
        "fair_value": 42.33667,
        "relative_strength": 9.40427,
        "stage": 2,
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        "modifier": "Value reclamation",
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        "energy": 63.031969,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
        "close": 55.900002,
        "volume": 8673,
        "typical_volume": 49465.9,
        "trend": 50.161436,
        "fair_value": 42.418708,
        "relative_strength": 12.166733,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 42.331423,
        "energy": 67.733164,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 56.799999,
        "volume": 11534,
        "typical_volume": 48166.8,
        "trend": 50.438359,
        "fair_value": 42.504458,
        "relative_strength": 11.972239,
        "stage": 2,
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        "modifier": "Value reclamation",
        "gate": "mixed",
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      },
      {
        "date": "2026-06-19",
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        "volume": 9371,
        "typical_volume": 46301.75,
        "trend": 50.723795,
        "fair_value": 42.607576,
        "relative_strength": 12.009427,
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        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 49.941945,
        "energy": 75.658335,
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      },
      {
        "date": "2026-06-26",
        "close": 54.799999,
        "volume": 8486,
        "typical_volume": 44640.65,
        "trend": 50.879897,
        "fair_value": 42.679036,
        "relative_strength": 7.300744,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 38.863048,
        "energy": 62.880285,
        "activity_lines": [
          56.0,
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      },
      {
        "date": "2026-07-03",
        "close": 55.799999,
        "volume": 4924,
        "typical_volume": 42791.0,
        "trend": 51.010256,
        "fair_value": 42.770721,
        "relative_strength": 7.612704,
        "stage": 2,
        "regime": "rotation_up",
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        "gate": "mixed",
        "direction": 36.754962,
        "energy": 55.449182,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 53.599998,
        "volume": 26142,
        "typical_volume": 41625.65,
        "trend": 51.008205,
        "fair_value": 42.839779,
        "relative_strength": 5.379999,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 59.074299,
        "energy": 45.96712,
        "activity_lines": [
          55.146666,
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      },
      {
        "date": "2026-07-17",
        "close": 53.400002,
        "volume": 29203,
        "typical_volume": 39218.8,
        "trend": 50.999487,
        "fair_value": 42.924016,
        "relative_strength": 4.943641,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 44.065162,
        "energy": 32.039468,
        "activity_lines": [
          54.386667,
          54.894546,
          52.531722,
          51.231206
        ]
      },
      {
        "date": "2026-07-24",
        "close": 54.900002,
        "volume": 51458,
        "typical_volume": 38936.65,
        "trend": 50.998102,
        "fair_value": 43.022865,
        "relative_strength": 7.323133,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 41.616318,
        "energy": 29.698815,
        "activity_lines": [
          54.353334,
          54.938182,
          53.017539,
          51.482852
        ]
      },
      {
        "date": "2026-07-31",
        "close": 55.299999,
        "volume": 44061,
        "typical_volume": 39175.05,
        "trend": 51.003487,
        "fair_value": 43.130156,
        "relative_strength": 6.299173,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 43.267106,
        "energy": 28.416857,
        "activity_lines": [
          54.62,
          54.987273,
          53.496637,
          51.760394
        ]
      },
      {
        "date": "2026-08-07",
        "close": 56.799999,
        "volume": 33316,
        "typical_volume": 36790.1,
        "trend": 50.993231,
        "fair_value": 43.251766,
        "relative_strength": 6.531492,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 66.029678,
        "energy": 42.43133,
        "activity_lines": [
          55.353333,
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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."
    }
  }
}