{
  "ticker": {
    "uuid": "7c40c4de-94b0-4720-9014-423adebb941f",
    "symbol": "PLUS",
    "name": "Royal Plus 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": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 85.502,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 14.122,
    "architecture_energy": 13.308,
    "architecture_maturity": 17.201,
    "architecture_confidence": 50.065,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 55.23,
        "rotation_up": 47.01,
        "upward_expansion": 41.2,
        "deceleration": 33.78,
        "rotation_down": 21.24,
        "downward_expansion": 13.87
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      "activity_lines": [
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        1.287381,
        1.302108
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.666667
    },
    "latest_close": 1.34,
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    "distance_from_trend": 0.010304,
    "trend_direction": "Improving",
    "fair_value": 4.260895,
    "distance_from_fair_value": -0.685512,
    "fair_value_direction": "Improving",
    "relative_strength": -30.291303,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.211765,
    "excess_performance": -0.40409,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.010304,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.003025,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.685512,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.039993,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.302913,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.172076,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.211765,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.638755,
        "read": "Supply-led"
      }
    ],
    "volume": {
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      "relative_activity": 1.903622,
      "balance": 0.638755,
      "dry_up": 1.214568,
      "accumulation_observations": 3,
      "distribution_observations": 2
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    "risk": {
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      "annualized_volatility": 0.399023,
      "from_high_reference": -0.578616,
      "from_low_reference": 0.381443
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    "levels": {
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      "structural_low": 0.97,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
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    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 3,
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
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        "sufficient": false
      },
      {
        "horizon": "Intermediate",
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        "sufficient": false
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      {
        "horizon": "Extended",
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        "horizon": "Full cycle",
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        "active": false
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      },
      {
        "regime": "rotation_up",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": true
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        "date": "2026-05-15",
        "close": 1.21,
        "volume": 1921500,
        "typical_volume": 21991700.0,
        "trend": 1.379667,
        "fair_value": 4.704928,
        "relative_strength": -50.736507,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "down",
        "direction": -55.592834,
        "energy": 41.331088,
        "activity_lines": [
          1.27,
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          1.339762,
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      },
      {
        "date": "2026-05-22",
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        "volume": 55128700,
        "typical_volume": 24693610.0,
        "trend": 1.350333,
        "fair_value": 4.670414,
        "relative_strength": -50.775809,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -53.737372,
        "energy": 46.116724,
        "activity_lines": [
          1.241333,
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          1.326286,
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 1.16,
        "volume": 13964100,
        "typical_volume": 25314715.0,
        "trend": 1.322333,
        "fair_value": 4.636885,
        "relative_strength": -52.243274,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.430847,
        "energy": 56.61589,
        "activity_lines": [
          1.207333,
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      },
      {
        "date": "2026-06-05",
        "close": 1.14,
        "volume": 206600,
        "typical_volume": 25244520.0,
        "trend": 1.295,
        "fair_value": 4.597952,
        "relative_strength": -52.224666,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "mixed",
        "direction": -42.204247,
        "energy": 57.200537,
        "activity_lines": [
          1.177333,
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      },
      {
        "date": "2026-06-12",
        "close": 1.17,
        "volume": 1847400,
        "typical_volume": 24636830.0,
        "trend": 1.287,
        "fair_value": 4.560143,
        "relative_strength": -49.894736,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.166285,
        "energy": 53.863135,
        "activity_lines": [
          1.166667,
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      },
      {
        "date": "2026-06-19",
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        "volume": 142500,
        "typical_volume": 19034240.0,
        "trend": 1.286667,
        "fair_value": 4.519294,
        "relative_strength": -47.4061,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -59.819793,
        "energy": 62.224938,
        "activity_lines": [
          1.168,
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      },
      {
        "date": "2026-06-26",
        "close": 1.39,
        "volume": 14224800,
        "typical_volume": 14190320.0,
        "trend": 1.293,
        "fair_value": 4.486619,
        "relative_strength": -35.217695,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -19.874205,
        "energy": 15.101664,
        "activity_lines": [
          1.241333,
          1.226182,
          1.262571,
          1.290581
        ]
      },
      {
        "date": "2026-07-03",
        "close": 1.32,
        "volume": 1161300,
        "typical_volume": 11022885.0,
        "trend": 1.298333,
        "fair_value": 4.455046,
        "relative_strength": -39.604579,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -21.298178,
        "energy": 16.903016,
        "activity_lines": [
          1.278667,
          1.241636,
          1.263143,
          1.292323
        ]
      },
      {
        "date": "2026-07-10",
        "close": 1.37,
        "volume": 5385000,
        "typical_volume": 7893020.0,
        "trend": 1.304333,
        "fair_value": 4.422243,
        "relative_strength": -36.070504,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 11.210234,
        "energy": 21.028388,
        "activity_lines": [
          1.322,
          1.266182,
          1.269762,
          1.296946
        ]
      },
      {
        "date": "2026-07-17",
        "close": 1.38,
        "volume": 14962600,
        "typical_volume": 7236335.0,
        "trend": 1.310667,
        "fair_value": 4.383917,
        "relative_strength": -34.599896,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 23.391995,
        "energy": 30.458991,
        "activity_lines": [
          1.353333,
          1.290909,
          1.278476,
          1.301828
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.31,
        "volume": 4751400,
        "typical_volume": 6971560.0,
        "trend": 1.315,
        "fair_value": 4.341729,
        "relative_strength": -36.463625,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 15.733109,
        "energy": 22.499487,
        "activity_lines": [
          1.347333,
          1.301455,
          1.280857,
          1.301785
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.3,
        "volume": 1051800,
        "typical_volume": 6750035.0,
        "trend": 1.32,
        "fair_value": 4.301339,
        "relative_strength": -34.552143,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 13.359074,
        "energy": 16.614043,
        "activity_lines": [
          1.329333,
          1.308364,
          1.282143,
          1.300817
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.34,
        "volume": 13379000,
        "typical_volume": 7028180.0,
        "trend": 1.326333,
        "fair_value": 4.260895,
        "relative_strength": -30.291303,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 14.122106,
        "energy": 13.308256,
        "activity_lines": [
          1.330667,
          1.320727,
          1.287381,
          1.302108
        ]
      }
    ],
    "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."
    }
  }
}