{
  "ticker": {
    "uuid": "f9574256-3070-46d0-b0e1-b722efc5a0a1",
    "symbol": "MSC",
    "name": "Metro Systems Corporation 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": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -43.957,
    "architecture_energy": 28.494,
    "architecture_maturity": 20.898,
    "architecture_confidence": 67.538,
    "architecture_tenure": "New",
    "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": 38.45,
        "rotation_up": 16.5,
        "upward_expansion": 8.47,
        "deceleration": 60.87,
        "rotation_down": 49.25,
        "downward_expansion": 67.47
      },
      "activity_lines": [
        5.983333,
        6.051818,
        5.992857,
        6.136566
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Stable",
      "price_acceptance": -0.5
    },
    "latest_close": 5.9,
    "trend_reference": 6.407886,
    "distance_from_trend": -0.07926,
    "trend_direction": "Weakening",
    "fair_value": 7.185812,
    "distance_from_fair_value": -0.178938,
    "fair_value_direction": "Improving",
    "relative_strength": -26.428621,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.185415,
    "excess_performance": -0.37774,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.07926,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.064924,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.178938,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.049082,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.264286,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.068471,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.185415,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.050411,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 189900,
      "relative_activity": 1.559754,
      "balance": 1.050411,
      "dry_up": 1.304107,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.057366,
      "annualized_volatility": 0.225172,
      "from_high_reference": -0.235698,
      "from_low_reference": 0.082569
    },
    "levels": {
      "trend_reference": 6.407886,
      "fair_value_reference": 7.185812,
      "structural_low": 5.45,
      "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": 21,
        "median_return": -0.00641,
        "positive_rate": 0.47619,
        "directional_follow_through": 0.47619,
        "median_excess_return": -0.009875,
        "regime_survival": 0.666667,
        "best_return": 0.059086,
        "worst_return": -0.049505,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": 0.0,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.444444,
        "median_excess_return": -0.00218,
        "regime_survival": 0.333333,
        "best_return": 0.059086,
        "worst_return": -0.113861,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.000308,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.026411,
        "regime_survival": 0.0,
        "best_return": 0.052383,
        "worst_return": -0.064356,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.053443,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": 0.092053,
        "regime_survival": 0.0,
        "best_return": 1.07945,
        "worst_return": -0.159218,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-03-15",
        "end": "2024-05-24",
        "tenure": "Developing",
        "return": -0.059524,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-31",
        "end": "2024-07-19",
        "tenure": "Developing",
        "return": 0.108974,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-26",
        "end": "2024-09-06",
        "tenure": "Developing",
        "return": -0.068965,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-09-13",
        "end": "2024-11-01",
        "tenure": "Developing",
        "return": -0.036364,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-08",
        "end": "2024-11-15",
        "tenure": "New",
        "return": 0.012739,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-22",
        "end": "2025-02-14",
        "tenure": "Established",
        "return": -0.0125,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-02-21",
        "end": "2025-03-07",
        "tenure": "New",
        "return": 0.018868,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-03-14",
        "end": "2025-03-28",
        "tenure": "New",
        "return": 0.019355,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-04-04",
        "end": "2025-06-20",
        "tenure": "Developing",
        "return": -0.00641,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-08-08",
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        "return": 0.038462,
        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-08-29",
        "tenure": "New",
        "return": -0.025157,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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      },
      {
        "regime": "downward_expansion",
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        "end": "2026-07-10",
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        "return": -0.155112,
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      },
      {
        "regime": "balance",
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        "return": -0.032787,
        "active": true
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    ],
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -90.276118,
        "energy": 96.003316,
        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
        "close": 5.7,
        "volume": 74700,
        "typical_volume": 62300.0,
        "trend": 7.111175,
        "fair_value": 7.331902,
        "relative_strength": -32.953764,
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        "regime": "downward_expansion",
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        "energy": 94.641244,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "relative_strength": -33.275764,
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        "gate": "down",
        "direction": -80.078378,
        "energy": 91.924633,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
        "close": 5.65,
        "volume": 247400,
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        "stage": 4,
        "regime": "downward_expansion",
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        "gate": "down",
        "direction": -74.004947,
        "energy": 83.035567,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 231700,
        "typical_volume": 93510.0,
        "trend": 6.916935,
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        "relative_strength": -33.72162,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -70.574375,
        "energy": 68.331873,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 5.7,
        "volume": 382300,
        "typical_volume": 111325.0,
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      },
      {
        "date": "2026-06-05",
        "close": 5.8,
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        "trend": 6.791991,
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        "relative_strength": -32.473026,
        "stage": 4,
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        "gate": "down",
        "direction": -64.905426,
        "energy": 63.070911,
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      },
      {
        "date": "2026-06-12",
        "close": 6.4,
        "volume": 11600,
        "typical_volume": 109940.0,
        "trend": 6.760716,
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        "relative_strength": -25.246028,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -47.897468,
        "energy": 40.974162,
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      },
      {
        "date": "2026-06-19",
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        "relative_strength": -28.234423,
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        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -41.531439,
        "energy": 28.611338,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "volume": 27100,
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        "trend": 6.668714,
        "fair_value": 7.247984,
        "relative_strength": -22.998264,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -33.139292,
        "energy": 27.973657,
        "activity_lines": [
          6.116667,
          5.954545,
          6.07693,
          6.33656
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      },
      {
        "date": "2026-07-03",
        "close": 6.15,
        "volume": 11700,
        "typical_volume": 102640.0,
        "trend": 6.632282,
        "fair_value": 7.239752,
        "relative_strength": -26.739839,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -27.288749,
        "energy": 27.521241,
        "activity_lines": [
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          6.058731,
          6.303094
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      },
      {
        "date": "2026-07-10",
        "close": 6.2,
        "volume": 137500,
        "typical_volume": 107085.0,
        "trend": 6.59434,
        "fair_value": 7.231841,
        "relative_strength": -25.855432,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -17.81174,
        "energy": 16.873122,
        "activity_lines": [
          6.183333,
          6.062727,
          6.051179,
          6.275205
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      },
      {
        "date": "2026-07-17",
        "close": 6.1,
        "volume": 72900,
        "typical_volume": 104270.0,
        "trend": 6.549888,
        "fair_value": 7.221123,
        "relative_strength": -27.188889,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -17.154341,
        "energy": 15.467893,
        "activity_lines": [
          6.15,
          6.090909,
          6.039524,
          6.243312
        ]
      },
      {
        "date": "2026-07-24",
        "close": 5.95,
        "volume": 329100,
        "typical_volume": 114535.0,
        "trend": 6.502025,
        "fair_value": 7.209443,
        "relative_strength": -28.522268,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -26.491165,
        "energy": 16.06119,
        "activity_lines": [
          6.086667,
          6.083636,
          6.018571,
          6.20461
        ]
      },
      {
        "date": "2026-07-31",
        "close": 6.0,
        "volume": 43200,
        "typical_volume": 113665.0,
        "trend": 6.452651,
        "fair_value": 7.198354,
        "relative_strength": -26.390519,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -34.134999,
        "energy": 21.215938,
        "activity_lines": [
          6.043333,
          6.08,
          6.007857,
          6.172221
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.9,
        "volume": 189900,
        "typical_volume": 121750.0,
        "trend": 6.407886,
        "fair_value": 7.185812,
        "relative_strength": -26.428621,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -43.957362,
        "energy": 28.494285,
        "activity_lines": [
          5.983333,
          6.051818,
          5.992857,
          6.136566
        ]
      }
    ],
    "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."
    }
  }
}