{
  "ticker": {
    "uuid": "4c7367fe-1395-46f3-b16a-8e513bda8a95",
    "symbol": "AKR",
    "name": "Ekarat Engineering Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "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": "^SET.BK",
    "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": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 82.718,
    "architecture_energy": 51.119,
    "architecture_maturity": 47.177,
    "architecture_confidence": 71.528,
    "architecture_tenure": "Established",
    "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": 21.58,
        "rotation_up": 59.27,
        "upward_expansion": 79.18,
        "deceleration": 63.14,
        "rotation_down": 21.19,
        "downward_expansion": 5.84
      },
      "activity_lines": [
        0.917333,
        0.911273,
        0.899288,
        0.885189
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 0.96,
    "trend_reference": 0.862372,
    "distance_from_trend": 0.113208,
    "trend_direction": "Improving",
    "fair_value": 0.80312,
    "distance_from_fair_value": 0.195339,
    "fair_value_direction": "Improving",
    "relative_strength": -3.613283,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.227755,
    "excess_performance": 0.03543,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.113208,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.037914,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.195339,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.090996,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.036133,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.094161,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.227755,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.842334,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 52665500,
      "relative_activity": 5.206416,
      "balance": 3.842334,
      "dry_up": 1.864505,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.03125,
      "annualized_volatility": 0.175762,
      "from_high_reference": 0.0,
      "from_low_reference": 0.273228
    },
    "levels": {
      "trend_reference": 0.862372,
      "fair_value_reference": 0.80312,
      "structural_low": 0.772606,
      "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": 20,
        "median_return": -0.00505,
        "positive_rate": 0.45,
        "directional_follow_through": 0.45,
        "median_excess_return": 0.011481,
        "regime_survival": 0.7,
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        "worst_return": -0.092325,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.019499,
        "positive_rate": 0.625,
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        "regime_survival": 0.5,
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        "worst_return": -0.102041,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.054983,
        "positive_rate": 0.4,
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        "regime_survival": 0.2,
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        "worst_return": -0.091626,
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      {
        "horizon": "Full cycle",
        "sample_count": 4,
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        "worst_return": -0.156487,
        "sufficient": false
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      },
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        "date": "2026-07-17",
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        "energy": 46.078065,
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 8254270.0,
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        "fair_value": 0.800263,
        "relative_strength": -13.188513,
        "stage": 3,
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        "modifier": "Established expansion",
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        "direction": 56.306592,
        "energy": 38.613691,
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      },
      {
        "date": "2026-07-31",
        "close": 0.89,
        "volume": 2548000,
        "typical_volume": 8129635.0,
        "trend": 0.857367,
        "fair_value": 0.801417,
        "relative_strength": -11.681391,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 42.123325,
        "energy": 27.973237,
        "activity_lines": [
          0.898,
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          0.891865,
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.96,
        "volume": 52665500,
        "typical_volume": 10115500.0,
        "trend": 0.862372,
        "fair_value": 0.80312,
        "relative_strength": -3.613283,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 82.717693,
        "energy": 51.119339,
        "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."
    }
  }
}