{
  "ticker": {
    "uuid": "19c825de-2128-456b-a6f3-f0d57cff64b1",
    "symbol": "UBUV",
    "name": "UBS Factor MSCI USA Low Volatility UCITS ETF hEUR acc",
    "exchange": "AMS",
    "country": "NL",
    "assetType": "etf"
  },
  "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": "^AEX",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Emerging rotation",
    "architecture_gate": "mixed",
    "architecture_direction": 31.331,
    "architecture_energy": 37.285,
    "architecture_maturity": 5.113,
    "architecture_confidence": 76.544,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 46.56,
        "rotation_up": 68.33,
        "upward_expansion": 44.21,
        "deceleration": 31.06,
        "rotation_down": 14.41,
        "downward_expansion": 16.87
      },
      "activity_lines": [
        31.114334,
        30.812273,
        30.56931,
        30.632043
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.666667
    },
    "latest_close": 31.315001,
    "trend_reference": 30.667667,
    "distance_from_trend": 0.021108,
    "trend_direction": "Improving",
    "fair_value": 28.579648,
    "distance_from_fair_value": 0.09571,
    "fair_value_direction": "Weakening",
    "relative_strength": -8.039831,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.037264,
    "excess_performance": -0.079398,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.021108,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.010667,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.09571,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.007714,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.080398,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.040444,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.037264,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 5.030632,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1508,
      "relative_activity": 2.470916,
      "balance": 5.030632,
      "dry_up": 4.292151,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.019479,
      "annualized_volatility": 0.109726,
      "from_high_reference": -0.026729,
      "from_low_reference": 0.075747
    },
    "levels": {
      "trend_reference": 30.667667,
      "fair_value_reference": 28.579648,
      "structural_low": 29.549999,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": 0.001669,
        "positive_rate": 0.555556,
        "directional_follow_through": 0.555556,
        "median_excess_return": -0.008576,
        "regime_survival": 0.111111,
        "best_return": 0.039914,
        "worst_return": -0.084585,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.001669,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.032424,
        "regime_survival": 0.0,
        "best_return": 0.070038,
        "worst_return": -0.093518,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.020197,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.087407,
        "regime_survival": 0.4,
        "best_return": 0.077463,
        "worst_return": -0.06804,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.048072,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.037339,
        "regime_survival": 0.333333,
        "best_return": 0.213125,
        "worst_return": -0.063866,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-05-23",
        "end": "2025-06-20",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-27",
        "end": "2025-07-11",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-07-18",
        "end": "2025-08-08",
        "tenure": "New",
        "return": 0.004666,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-08-15",
        "end": "2025-08-15",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-22",
        "end": "2025-08-29",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-05",
        "end": "2025-09-19",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-09-26",
        "end": "2025-10-17",
        "tenure": "New",
        "return": 0.005741,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-24",
        "end": "2026-01-23",
        "tenure": "Established",
        "return": 0.013768,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-01-30",
        "end": "2026-02-20",
        "tenure": "New",
        "return": 0.039914,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-27",
        "end": "2026-04-03",
        "tenure": "Developing",
        "return": -0.011626,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-10",
        "end": "2026-05-08",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-05-15",
        "end": "2026-06-26",
        "tenure": "Developing",
        "return": 0.020054,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-03",
        "end": "2026-07-31",
        "tenure": "Developing",
        "return": 0.029242,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 24.625,
        "volume": 0,
        "typical_volume": 0.25,
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        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 48.84539,
        "energy": 54.128319,
        "activity_lines": [
          31.030001,
          31.036637,
          30.965715,
          30.699807
        ]
      },
      {
        "date": "2026-05-15",
        "close": 29.67,
        "volume": 20,
        "typical_volume": 362.0,
        "trend": 30.353334,
        "fair_value": 28.154359,
        "relative_strength": -7.400919,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "up",
        "direction": -32.277115,
        "energy": 50.295585,
        "activity_lines": [
          30.576667,
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          30.655484
        ]
      },
      {
        "date": "2026-05-22",
        "close": 29.67,
        "volume": 0,
        "typical_volume": 298.7,
        "trend": 30.349667,
        "fair_value": 28.190737,
        "relative_strength": -10.232665,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -58.42613,
        "energy": 66.338299,
        "activity_lines": [
          30.214,
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          30.764763,
          30.611398
        ]
      },
      {
        "date": "2026-05-29",
        "close": 29.610001,
        "volume": 804,
        "typical_volume": 199.3,
        "trend": 30.344,
        "fair_value": 28.224744,
        "relative_strength": -9.323159,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -56.115993,
        "energy": 80.976221,
        "activity_lines": [
          29.922001,
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          30.657739,
          30.563678
        ]
      },
      {
        "date": "2026-06-05",
        "close": 29.879999,
        "volume": 3,
        "typical_volume": 116.2,
        "trend": 30.368834,
        "fair_value": 28.259103,
        "relative_strength": -8.840508,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -29.953478,
        "energy": 74.19971,
        "activity_lines": [
          29.814667,
          30.217637,
          30.577382,
          30.533742
        ]
      },
      {
        "date": "2026-06-12",
        "close": 30.27,
        "volume": 299,
        "typical_volume": 116.2,
        "trend": 30.389167,
        "fair_value": 28.292949,
        "relative_strength": -10.827694,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -29.769619,
        "energy": 74.535421,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
        "close": 29.610001,
        "volume": 4,
        "typical_volume": 116.4,
        "trend": 30.3875,
        "fair_value": 28.325192,
        "relative_strength": -12.228591,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -57.653175,
        "energy": 63.134379,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-06-26",
        "close": 30.264999,
        "volume": 0,
        "typical_volume": 116.4,
        "trend": 30.401167,
        "fair_value": 28.35984,
        "relative_strength": -8.583777,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -32.572017,
        "energy": 38.107209,
        "activity_lines": [
          29.996333,
          30.024182,
          30.391262,
          30.469194
        ]
      },
      {
        "date": "2026-07-03",
        "close": 30.264999,
        "volume": 0,
        "typical_volume": 99.2,
        "trend": 30.427167,
        "fair_value": 28.39484,
        "relative_strength": -10.196933,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -17.17503,
        "energy": 22.541805,
        "activity_lines": [
          30.109,
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          30.351215,
          30.460409
        ]
      },
      {
        "date": "2026-07-10",
        "close": 30.74,
        "volume": 598,
        "typical_volume": 114.15,
        "trend": 30.469,
        "fair_value": 28.431442,
        "relative_strength": -8.638119,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": 9.772057,
        "energy": 15.614346,
        "activity_lines": [
          30.336333,
          30.145727,
          30.361238,
          30.480592
        ]
      },
      {
        "date": "2026-07-17",
        "close": 31.379999,
        "volume": 2093,
        "typical_volume": 218.8,
        "trend": 30.5285,
        "fair_value": 28.468494,
        "relative_strength": -7.157215,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": 39.414932,
        "energy": 40.337471,
        "activity_lines": [
          30.719666,
          30.378272,
          30.435333,
          30.539366
        ]
      },
      {
        "date": "2026-07-24",
        "close": 30.68,
        "volume": 1196,
        "typical_volume": 278.6,
        "trend": 30.5625,
        "fair_value": 28.501987,
        "relative_strength": -8.784462,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": 15.518474,
        "energy": 30.71222,
        "activity_lines": [
          30.795666,
          30.477181,
          30.442833,
          30.54914
        ]
      },
      {
        "date": "2026-07-31",
        "close": 31.15,
        "volume": 5681,
        "typical_volume": 534.9,
        "trend": 30.6175,
        "fair_value": 28.539776,
        "relative_strength": -7.828162,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": 28.426294,
        "energy": 35.522803,
        "activity_lines": [
          30.957,
          30.643182,
          30.4985,
          30.587043
        ]
      },
      {
        "date": "2026-08-07",
        "close": 31.315001,
        "volume": 1508,
        "typical_volume": 610.3,
        "trend": 30.667667,
        "fair_value": 28.579648,
        "relative_strength": -8.039831,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 31.330555,
        "energy": 37.285397,
        "activity_lines": [
          31.114334,
          30.812273,
          30.56931,
          30.632043
        ]
      }
    ],
    "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."
    }
  }
}