{
  "ticker": {
    "uuid": "bc0082de-c8a3-4f2c-92cd-970856482f95",
    "symbol": "KOF",
    "name": "Coca-Cola Femsa SAB de CV ADR",
    "exchange": "NYSE",
    "country": "US",
    "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": "SPY",
    "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": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 56.699,
    "architecture_energy": 28.039,
    "architecture_maturity": 28.046,
    "architecture_confidence": 64.972,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 34.46,
        "rotation_up": 43.01,
        "upward_expansion": 70.68,
        "deceleration": 62.78,
        "rotation_down": 27.8,
        "downward_expansion": 9.02
      },
      "activity_lines": [
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        104.954378
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      "activity_state": "Compressed",
      "activity_direction": "Stable",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 110.44,
    "trend_reference": 104.434566,
    "distance_from_trend": 0.057504,
    "trend_direction": "Improving",
    "fair_value": 86.969154,
    "distance_from_fair_value": 0.269876,
    "fair_value_direction": "Improving",
    "relative_strength": 2.09068,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.006446,
    "excess_performance": -0.119179,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.057504,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.051706,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.269876,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.017183,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.020907,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.000596,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.006446,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.628793,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 656538,
      "relative_activity": 0.940917,
      "balance": 1.628793,
      "dry_up": 1.014326,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.046853,
      "annualized_volatility": 0.211843,
      "from_high_reference": -0.04078,
      "from_low_reference": 0.422325
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    "levels": {
      "trend_reference": 104.434566,
      "fair_value_reference": 86.969154,
      "structural_low": 91.556005,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 31,
        "median_return": 0.007687,
        "positive_rate": 0.516129,
        "directional_follow_through": 0.516129,
        "median_excess_return": 0.013253,
        "regime_survival": 0.774194,
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        "worst_return": -0.140171,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "regime_survival": 0.4,
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        "worst_return": -0.155841,
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      },
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        "horizon": "Extended",
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      {
        "horizon": "Full cycle",
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        "worst_return": -0.136338,
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        "regime": "deceleration",
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        "date": "2026-04-17",
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      },
      {
        "date": "2026-07-03",
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      },
      {
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 747581.0,
        "trend": 103.28383,
        "fair_value": 86.334449,
        "relative_strength": -0.234945,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 21.633149,
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      },
      {
        "date": "2026-07-24",
        "close": 102.71,
        "volume": 422924,
        "typical_volume": 708856.05,
        "trend": 103.519742,
        "fair_value": 86.505713,
        "relative_strength": -0.277673,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 15.900977,
        "energy": 15.278072,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 108.27,
        "volume": 1019312,
        "typical_volume": 718729.85,
        "trend": 104.000686,
        "fair_value": 86.735037,
        "relative_strength": 3.783802,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 36.268763,
        "energy": 17.735998,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 110.44,
        "volume": 656538,
        "typical_volume": 697763.75,
        "trend": 104.434566,
        "fair_value": 86.969154,
        "relative_strength": 2.09068,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 56.698642,
        "energy": 28.03903,
        "activity_lines": [
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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."
    }
  }
}