{
  "ticker": {
    "uuid": "94f94b31-450a-4a74-825b-2e183072c219",
    "symbol": "LAMOSA",
    "name": "Grupo Lamosa, S.A.B. de C.V.",
    "exchange": "MEX",
    "country": "MX",
    "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": "^MXX",
    "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": -84.968,
    "architecture_energy": 83.477,
    "architecture_maturity": 10.927,
    "architecture_confidence": 80.633,
    "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": 25.26,
        "rotation_up": 11.25,
        "upward_expansion": 20.29,
        "deceleration": 34.23,
        "rotation_down": 73.58,
        "downward_expansion": 86.62
      },
      "activity_lines": [
        91.730001,
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        94.82481,
        95.383258
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      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 88.050003,
    "trend_reference": 96.396557,
    "distance_from_trend": -0.086586,
    "trend_direction": "Weakening",
    "fair_value": 110.186074,
    "distance_from_fair_value": -0.200897,
    "fair_value_direction": "Weakening",
    "relative_strength": -13.833405,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.116939,
    "excess_performance": -0.062272,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.086586,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.021649,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.200897,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.068047,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.138334,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.022874,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.116939,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.215589,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 91006,
      "relative_activity": 2.256413,
      "balance": 0.215589,
      "dry_up": 1.987081,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.027746,
      "annualized_volatility": 0.226791,
      "from_high_reference": -0.202901,
      "from_low_reference": 0.035882
    },
    "levels": {
      "trend_reference": 96.396557,
      "fair_value_reference": 110.186074,
      "structural_low": 85.0,
      "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": 23,
        "median_return": -8.7e-05,
        "positive_rate": 0.304348,
        "directional_follow_through": 0.521739,
        "median_excess_return": -0.01509,
        "regime_survival": 0.782609,
        "best_return": 0.044054,
        "worst_return": -0.055556,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": -0.029126,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.053073,
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        "best_return": 0.142002,
        "worst_return": -0.063636,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.031858,
        "positive_rate": 0.4,
        "directional_follow_through": 0.6,
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        "regime_survival": 0.4,
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        "worst_return": -0.090909,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
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        "worst_return": -0.085097,
        "sufficient": false
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        "regime": "rotation_down",
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        "active": false
      },
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        "regime": "downward_expansion",
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        "tenure": "Extended",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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      },
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        "regime": "downward_expansion",
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        "tenure": "Developing",
        "return": 8.7e-05,
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      },
      {
        "regime": "balance",
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        "regime": "rotation_up",
        "label": "Rotation Up",
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      },
      {
        "date": "2026-04-24",
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        "typical_volume": 8521.0,
        "trend": 99.795075,
        "fair_value": 112.046305,
        "relative_strength": -15.668036,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
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        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 15717.75,
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        "fair_value": 111.860677,
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        "regime": "balance",
        "modifier": "Balance after decline",
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      },
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        "date": "2026-05-15",
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        "typical_volume": 19528.1,
        "trend": 98.970785,
        "fair_value": 111.752685,
        "relative_strength": -13.278118,
        "stage": 4,
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        "modifier": "Balance after decline",
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        "direction": -30.188817,
        "energy": 15.381029,
        "activity_lines": [
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      },
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        "date": "2026-05-22",
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        "volume": 22419,
        "typical_volume": 17720.6,
        "trend": 98.71818,
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        "relative_strength": -13.210302,
        "stage": 4,
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        "modifier": "Balance after decline",
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        "energy": 14.796785,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 17771.3,
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        "relative_strength": -13.896814,
        "stage": 4,
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        "gate": "down",
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        "activity_lines": [
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      },
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        "date": "2026-06-05",
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        "relative_strength": -10.213321,
        "stage": 4,
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        "modifier": "Balance after decline",
        "gate": "down",
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        "energy": 24.851806,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "trend": 98.217169,
        "fair_value": 111.24077,
        "relative_strength": -12.138814,
        "stage": 4,
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        "modifier": "Balance after decline",
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        "date": "2026-06-19",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "trend": 97.755083,
        "fair_value": 110.973679,
        "relative_strength": -10.621437,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.487258,
        "energy": 80.49119,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
        "close": 97.489998,
        "volume": 87622,
        "typical_volume": 17825.85,
        "trend": 97.648499,
        "fair_value": 110.857899,
        "relative_strength": -7.97601,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -40.813563,
        "energy": 39.501457,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 95.900002,
        "volume": 136606,
        "typical_volume": 24551.05,
        "trend": 97.488915,
        "fair_value": 110.737998,
        "relative_strength": -8.119158,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -49.092809,
        "energy": 31.24294,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 95.900002,
        "volume": 0,
        "typical_volume": 24551.05,
        "trend": 97.329657,
        "fair_value": 110.618098,
        "relative_strength": -7.697659,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -32.054398,
        "energy": 16.884759,
        "activity_lines": [
          95.970001,
          95.844546,
          96.140156,
          96.497508
        ]
      },
      {
        "date": "2026-07-24",
        "close": 96.0,
        "volume": 5082,
        "typical_volume": 24805.15,
        "trend": 97.173732,
        "fair_value": 110.501874,
        "relative_strength": -6.678984,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -28.1202,
        "energy": 17.54812,
        "activity_lines": [
          96.118001,
          95.848546,
          96.126684,
          96.411724
        ]
      },
      {
        "date": "2026-07-31",
        "close": 90.0,
        "volume": 224485,
        "typical_volume": 35981.8,
        "trend": 96.817482,
        "fair_value": 110.350224,
        "relative_strength": -12.569124,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -79.090287,
        "energy": 58.78634,
        "activity_lines": [
          94.066001,
          94.779818,
          95.55014,
          95.948902
        ]
      },
      {
        "date": "2026-08-07",
        "close": 88.050003,
        "volume": 91006,
        "typical_volume": 40332.15,
        "trend": 96.396557,
        "fair_value": 110.186074,
        "relative_strength": -13.833405,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -84.967993,
        "energy": 83.477116,
        "activity_lines": [
          91.730001,
          93.483819,
          94.82481,
          95.383258
        ]
      }
    ],
    "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."
    }
  }
}