{
  "ticker": {
    "uuid": "bef50ad2-c192-4513-9624-dd7de6691433",
    "symbol": "MODERN",
    "name": "Modernform Group 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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 48.359,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 29.082,
    "architecture_energy": 16.148,
    "architecture_maturity": 36.2,
    "architecture_confidence": 71.66,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 46.72,
        "rotation_up": 23.8,
        "upward_expansion": 53.78,
        "deceleration": 88.68,
        "rotation_down": 30.03,
        "downward_expansion": 19.78
      },
      "activity_lines": [
        2.018667,
        2.028364,
        2.025351,
        2.003896
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 2.02,
    "trend_reference": 1.97091,
    "distance_from_trend": 0.024907,
    "trend_direction": "Weakening",
    "fair_value": 2.031521,
    "distance_from_fair_value": -0.005671,
    "fair_value_direction": "Improving",
    "relative_strength": -13.232914,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.084631,
    "excess_performance": -0.107694,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.024907,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.000874,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.005671,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.015143,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.132329,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.005145,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.084631,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.642142,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 258500,
      "relative_activity": 1.245513,
      "balance": 0.642142,
      "dry_up": 0.980872,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.027037,
      "annualized_volatility": 0.112484,
      "from_high_reference": -0.103611,
      "from_low_reference": 0.097826
    },
    "levels": {
      "trend_reference": 1.97091,
      "fair_value_reference": 2.031521,
      "structural_low": 1.84,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 7,
        "median_return": 0.013055,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.002215,
        "regime_survival": 0.571429,
        "best_return": 0.044444,
        "worst_return": -0.139535,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.050479,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.069689,
        "regime_survival": 0.25,
        "best_return": 0.007779,
        "worst_return": -0.24031,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.049653,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.056604,
        "regime_survival": 0.0,
        "best_return": 0.013055,
        "worst_return": -0.141666,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.059233,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.001862,
        "regime_survival": 0.5,
        "best_return": -0.043467,
        "worst_return": -0.075,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-08-02",
        "end": "2024-11-22",
        "tenure": "Established",
        "return": 0.024193,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-29",
        "end": "2024-12-20",
        "tenure": "New",
        "return": -0.116279,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-27",
        "end": "2025-01-17",
        "tenure": "New",
        "return": -0.036036,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-24",
        "end": "2025-04-04",
        "tenure": "Developing",
        "return": 0.086539,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-11",
        "end": "2025-09-26",
        "tenure": "Established",
        "return": 0.188702,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-03",
        "end": "2025-11-07",
        "tenure": "Developing",
        "return": -0.034782,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-14",
        "end": "2026-01-02",
        "tenure": "Developing",
        "return": -0.026548,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-09",
        "end": "2026-01-23",
        "tenure": "New",
        "return": -0.074074,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-01-30",
        "end": "2026-02-06",
        "tenure": "New",
        "return": 0.005025,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-13",
        "end": "2026-04-17",
        "tenure": "Developing",
        "return": 0.059406,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-24",
        "end": "2026-05-08",
        "tenure": "New",
        "return": 0.015075,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-05-15",
        "end": "2026-06-12",
        "tenure": "Developing",
        "return": 0.02,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-06-19",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": -0.009804,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.009804,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 2.396254,
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        "typical_volume": 212340.0,
        "trend": 2.489044,
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        "typical_volume": 240005.0,
        "trend": 1.99865,
        "fair_value": 2.07122,
        "relative_strength": -13.712148,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": 2.661688,
        "energy": 13.522203,
        "activity_lines": [
          1.954263,
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          1.952881
        ]
      },
      {
        "date": "2026-04-24",
        "close": 1.99,
        "volume": 546100,
        "typical_volume": 261180.0,
        "trend": 1.993592,
        "fair_value": 2.068082,
        "relative_strength": -11.954021,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 3.120887,
        "energy": 17.391195,
        "activity_lines": [
          1.968245,
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        ]
      },
      {
        "date": "2026-05-01",
        "close": 2.02,
        "volume": 129300,
        "typical_volume": 253320.0,
        "trend": 1.989534,
        "fair_value": 2.065457,
        "relative_strength": -12.587806,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 11.827163,
        "energy": 31.143816,
        "activity_lines": [
          1.988685,
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          1.93865,
          1.954027
        ]
      },
      {
        "date": "2026-05-08",
        "close": 2.02,
        "volume": 178400,
        "typical_volume": 261090.0,
        "trend": 1.985475,
        "fair_value": 2.062939,
        "relative_strength": -12.718454,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 29.113569,
        "energy": 48.728147,
        "activity_lines": [
          2.003584,
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          1.945873,
          1.955992
        ]
      },
      {
        "date": "2026-05-15",
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        "volume": 226700,
        "typical_volume": 265785.0,
        "trend": 1.977647,
        "fair_value": 2.060292,
        "relative_strength": -14.277702,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 22.317374,
        "energy": 45.701085,
        "activity_lines": [
          2.007517,
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          1.951416,
          1.95693
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      },
      {
        "date": "2026-05-22",
        "close": 2.02,
        "volume": 186500,
        "typical_volume": 274900.0,
        "trend": 1.972968,
        "fair_value": 2.057773,
        "relative_strength": -14.228287,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 26.531425,
        "energy": 40.611834,
        "activity_lines": [
          2.012667,
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          1.959096,
          1.959662
        ]
      },
      {
        "date": "2026-05-29",
        "close": 2.02,
        "volume": 245200,
        "typical_volume": 275580.0,
        "trend": 1.972635,
        "fair_value": 2.055468,
        "relative_strength": -15.447486,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 34.294842,
        "energy": 38.008013,
        "activity_lines": [
          2.016,
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          1.966912,
          1.962696
        ]
      },
      {
        "date": "2026-06-05",
        "close": 2.06,
        "volume": 123000,
        "typical_volume": 253520.0,
        "trend": 1.972393,
        "fair_value": 2.053313,
        "relative_strength": -14.111837,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 46.991567,
        "energy": 50.855066,
        "activity_lines": [
          2.030667,
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          1.968333
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      },
      {
        "date": "2026-06-12",
        "close": 2.04,
        "volume": 19800,
        "typical_volume": 214990.0,
        "trend": 1.970243,
        "fair_value": 2.051029,
        "relative_strength": -15.008598,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 63.693924,
        "energy": 60.377105,
        "activity_lines": [
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          1.972695
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      },
      {
        "date": "2026-06-19",
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        "volume": 14900,
        "typical_volume": 203255.0,
        "trend": 1.971818,
        "fair_value": 2.048639,
        "relative_strength": -13.399935,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.760913,
        "energy": 62.672027,
        "activity_lines": [
          2.04,
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          1.977195
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      },
      {
        "date": "2026-06-26",
        "close": 2.08,
        "volume": 24000,
        "typical_volume": 199955.0,
        "trend": 1.972243,
        "fair_value": 2.046291,
        "relative_strength": -9.462929,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 75.842109,
        "energy": 73.878229,
        "activity_lines": [
          2.054667,
          2.040182,
          2.007004,
          1.984174
        ]
      },
      {
        "date": "2026-07-03",
        "close": 2.04,
        "volume": 80700,
        "typical_volume": 195450.0,
        "trend": 1.972576,
        "fair_value": 2.043901,
        "relative_strength": -14.380745,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.105899,
        "energy": 53.07261,
        "activity_lines": [
          2.052,
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          2.013325,
          1.988546
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      },
      {
        "date": "2026-07-10",
        "close": 2.02,
        "volume": 719400,
        "typical_volume": 215555.0,
        "trend": 1.974105,
        "fair_value": 2.041382,
        "relative_strength": -15.262662,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 53.466562,
        "energy": 34.888811,
        "activity_lines": [
          2.041333,
          2.039636,
          2.016984,
          1.991605
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      },
      {
        "date": "2026-07-17",
        "close": 2.02,
        "volume": 96400,
        "typical_volume": 200345.0,
        "trend": 1.972531,
        "fair_value": 2.038864,
        "relative_strength": -15.7731,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 40.580573,
        "energy": 26.931459,
        "activity_lines": [
          2.033333,
          2.037091,
          2.020159,
          1.994566
        ]
      },
      {
        "date": "2026-07-24",
        "close": 2.04,
        "volume": 228400,
        "typical_volume": 193135.0,
        "trend": 1.972243,
        "fair_value": 2.036687,
        "relative_strength": -14.770881,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 38.499611,
        "energy": 21.281614,
        "activity_lines": [
          2.033333,
          2.038182,
          2.024488,
          1.998919
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.0,
        "volume": 231000,
        "typical_volume": 199070.0,
        "trend": 1.970622,
        "fair_value": 2.03404,
        "relative_strength": -15.078613,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 30.975628,
        "energy": 18.654566,
        "activity_lines": [
          2.02,
          2.031273,
          2.024162,
          2.00071
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.02,
        "volume": 258500,
        "typical_volume": 207545.0,
        "trend": 1.97091,
        "fair_value": 2.031521,
        "relative_strength": -13.232914,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 29.081996,
        "energy": 16.147838,
        "activity_lines": [
          2.018667,
          2.028364,
          2.025351,
          2.003896
        ]
      }
    ],
    "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."
    }
  }
}