{
  "ticker": {
    "uuid": "b90e3716-3082-4ac5-9ca0-9aed52e34a5f",
    "symbol": "KAMART",
    "name": "Karmarts 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": 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": -61.622,
    "architecture_energy": 50.396,
    "architecture_maturity": 9.146,
    "architecture_confidence": 80.663,
    "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": 24.8,
        "rotation_up": 15.87,
        "upward_expansion": 13.51,
        "deceleration": 52.72,
        "rotation_down": 59.57,
        "downward_expansion": 72.51
      },
      "activity_lines": [
        7.4,
        7.488182,
        7.480532,
        7.663384
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 7.25,
    "trend_reference": 7.961097,
    "distance_from_trend": -0.089322,
    "trend_direction": "Weakening",
    "fair_value": 9.32309,
    "distance_from_fair_value": -0.222361,
    "fair_value_direction": "Weakening",
    "relative_strength": -22.375079,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.174943,
    "excess_performance": -0.367268,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.089322,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.035856,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.222361,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.001728,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.223751,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.020749,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.174943,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.367836,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3214600,
      "relative_activity": 1.117182,
      "balance": 0.367836,
      "dry_up": 0.974537,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.032871,
      "annualized_volatility": 0.213247,
      "from_high_reference": -0.249572,
      "from_low_reference": 0.029286
    },
    "levels": {
      "trend_reference": 7.961097,
      "fair_value_reference": 9.32309,
      "structural_low": 7.043716,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 18,
        "median_return": -0.009524,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.005147,
        "regime_survival": 0.833333,
        "best_return": 0.107038,
        "worst_return": -0.188251,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
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        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
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        "regime_survival": 0.666667,
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        "worst_return": -0.243243,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.061831,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
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        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
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        "positive_rate": 0.5,
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        "worst_return": -0.256235,
        "sufficient": false
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    ],
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "tenure": "Developing",
        "return": -0.096296,
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      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "end": "2024-08-30",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-07-25",
        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-11-07",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
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      {
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      },
      {
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      {
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      {
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      },
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      },
      {
        "date": "2026-07-17",
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        "direction": -28.918835,
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 3875577.4,
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        "fair_value": 9.367835,
        "relative_strength": -22.652101,
        "stage": 4,
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        "modifier": "Established contraction",
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        "direction": -31.539978,
        "energy": 18.804182,
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      },
      {
        "date": "2026-07-31",
        "close": 7.35,
        "volume": 2890600,
        "typical_volume": 3517587.4,
        "trend": 8.010721,
        "fair_value": 9.345783,
        "relative_strength": -22.369919,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -53.705136,
        "energy": 33.836845,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 7.25,
        "volume": 3214600,
        "typical_volume": 2877417.4,
        "trend": 7.961097,
        "fair_value": 9.32309,
        "relative_strength": -22.375079,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.622118,
        "energy": 50.396256,
        "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."
    }
  }
}