{
  "ticker": {
    "uuid": "80cb1537-b111-4989-95ae-ef41c8fc666f",
    "symbol": "NOVA",
    "name": "Nova Empire 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": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -74.665,
    "architecture_energy": 76.088,
    "architecture_maturity": 67.363,
    "architecture_confidence": 83.678,
    "architecture_tenure": "Established",
    "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": 12.55,
        "rotation_up": 10.53,
        "upward_expansion": 16.03,
        "deceleration": 39.0,
        "rotation_down": 74.7,
        "downward_expansion": 89.36
      },
      "activity_lines": [
        6.116667,
        6.423636,
        6.760238,
        7.056452
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 5.85,
    "trend_reference": 7.471667,
    "distance_from_trend": -0.217042,
    "trend_direction": "Weakening",
    "fair_value": 9.546779,
    "distance_from_fair_value": -0.387228,
    "fair_value_direction": "Weakening",
    "relative_strength": -39.091569,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.307692,
    "excess_performance": -0.500017,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.217042,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.093244,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.387228,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.117229,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.390916,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.064555,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.307692,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.059706,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 14300,
      "relative_activity": 0.676923,
      "balance": 0.059706,
      "dry_up": 3.666272,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.100592,
      "annualized_volatility": 0.582508,
      "from_high_reference": -0.468182,
      "from_low_reference": 0.063636
    },
    "levels": {
      "trend_reference": 7.471667,
      "fair_value_reference": 9.546779,
      "structural_low": 5.5,
      "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": 29,
        "median_return": 0.0,
        "positive_rate": 0.448276,
        "directional_follow_through": 0.413793,
        "median_excess_return": -0.014534,
        "regime_survival": 0.758621,
        "best_return": 0.613333,
        "worst_return": -0.205263,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": 0.0,
        "positive_rate": 0.454545,
        "directional_follow_through": 0.363636,
        "median_excess_return": 0.035651,
        "regime_survival": 0.454545,
        "best_return": 0.28866,
        "worst_return": -0.139785,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.035714,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.018416,
        "regime_survival": 0.428571,
        "best_return": 0.391753,
        "worst_return": -0.158192,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.03554,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.010335,
        "regime_survival": 0.5,
        "best_return": 0.140187,
        "worst_return": -0.25,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-04-19",
        "end": "2024-05-31",
        "tenure": "Developing",
        "return": 0.01,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-06-07",
        "end": "2024-06-28",
        "tenure": "New",
        "return": 0.142857,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-05",
        "end": "2024-08-09",
        "tenure": "Developing",
        "return": -0.007937,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-16",
        "end": "2024-10-04",
        "tenure": "Developing",
        "return": -0.073171,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-10-11",
        "end": "2024-11-22",
        "tenure": "Developing",
        "return": -0.088785,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-29",
        "end": "2025-06-06",
        "tenure": "Extended",
        "return": 0.086022,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-06-20",
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        "return": 0.016529,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-07-25",
        "tenure": "Developing",
        "return": -0.117647,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-10-03",
        "tenure": "Developing",
        "return": -0.147059,
        "active": false
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        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2025-11-21",
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        "return": 0.011236,
        "active": false
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      {
        "regime": "downward_expansion",
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        "end": "2025-12-26",
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        "return": 0.090395,
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      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-02",
        "end": "2026-02-13",
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        "gate": "down",
        "direction": -65.22277,
        "energy": 57.475305,
        "activity_lines": [
          7.44,
          7.665455,
          7.958333,
          8.183011
        ]
      },
      {
        "date": "2026-05-08",
        "close": 7.2,
        "volume": 17500,
        "typical_volume": 88885.0,
        "trend": 8.376667,
        "fair_value": 9.862996,
        "relative_strength": -32.636034,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.020302,
        "energy": 54.553292,
        "activity_lines": [
          7.343333,
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      },
      {
        "date": "2026-05-15",
        "close": 7.15,
        "volume": 1600,
        "typical_volume": 88400.0,
        "trend": 8.325,
        "fair_value": 9.840304,
        "relative_strength": -33.599075,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.189379,
        "energy": 51.289753,
        "activity_lines": [
          7.256667,
          7.447273,
          7.758571,
          8.024516
        ]
      },
      {
        "date": "2026-05-22",
        "close": 7.35,
        "volume": 4600,
        "typical_volume": 88590.0,
        "trend": 8.285,
        "fair_value": 9.81657,
        "relative_strength": -32.320767,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.189655,
        "energy": 38.712901,
        "activity_lines": [
          7.263333,
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          7.69119,
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 7.45,
        "volume": 1100,
        "typical_volume": 10600.0,
        "trend": 8.24,
        "fair_value": 9.792898,
        "relative_strength": -32.185933,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -54.824696,
        "energy": 35.735832,
        "activity_lines": [
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          7.642619,
          7.907742
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      },
      {
        "date": "2026-06-05",
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        "volume": 3200,
        "typical_volume": 10695.0,
        "trend": 8.176667,
        "fair_value": 9.767502,
        "relative_strength": -36.071459,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.056695,
        "energy": 40.885107,
        "activity_lines": [
          7.223333,
          7.285455,
          7.556905,
          7.827742
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      },
      {
        "date": "2026-06-12",
        "close": 7.0,
        "volume": 0,
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        "trend": 8.113333,
        "fair_value": 9.743848,
        "relative_strength": -35.317965,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -61.874111,
        "energy": 41.391103,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
        "close": 7.0,
        "volume": 0,
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        "relative_strength": -33.161976,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.957963,
        "energy": 66.0978,
        "activity_lines": [
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          7.165455,
          7.410238,
          7.68
        ]
      },
      {
        "date": "2026-06-26",
        "close": 6.2,
        "volume": 900,
        "typical_volume": 9080.0,
        "trend": 7.958333,
        "fair_value": 9.697219,
        "relative_strength": -38.402589,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -91.880402,
        "energy": 94.640564,
        "activity_lines": [
          6.763333,
          6.975455,
          7.272619,
          7.56086
        ]
      },
      {
        "date": "2026-07-03",
        "close": 7.35,
        "volume": 100,
        "typical_volume": 8755.0,
        "trend": 7.906667,
        "fair_value": 9.679293,
        "relative_strength": -28.906039,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.493388,
        "energy": 71.815989,
        "activity_lines": [
          6.903333,
          7.019091,
          7.255238,
          7.521613
        ]
      },
      {
        "date": "2026-07-10",
        "close": 7.0,
        "volume": 3500,
        "typical_volume": 7805.0,
        "trend": 7.866667,
        "fair_value": 9.656801,
        "relative_strength": -31.612333,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.657343,
        "energy": 56.103422,
        "activity_lines": [
          6.933333,
          7.001818,
          7.208095,
          7.463118
        ]
      },
      {
        "date": "2026-07-17",
        "close": 6.8,
        "volume": 1500,
        "typical_volume": 7580.0,
        "trend": 7.798333,
        "fair_value": 9.631865,
        "relative_strength": -33.333511,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.324817,
        "energy": 43.713148,
        "activity_lines": [
          6.896667,
          6.952727,
          7.146905,
          7.394301
        ]
      },
      {
        "date": "2026-07-24",
        "close": 5.9,
        "volume": 281500,
        "typical_volume": 21320.0,
        "trend": 7.673333,
        "fair_value": 9.602902,
        "relative_strength": -41.408972,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -81.489809,
        "energy": 52.194036,
        "activity_lines": [
          6.573333,
          6.747273,
          7.005714,
          7.271828
        ]
      },
      {
        "date": "2026-07-31",
        "close": 6.05,
        "volume": 12500,
        "typical_volume": 21725.0,
        "trend": 7.565,
        "fair_value": 9.576062,
        "relative_strength": -38.341089,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.259595,
        "energy": 57.182229,
        "activity_lines": [
          6.373333,
          6.591818,
          6.888571,
          7.167097
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.85,
        "volume": 14300,
        "typical_volume": 21125.0,
        "trend": 7.471667,
        "fair_value": 9.546779,
        "relative_strength": -39.091569,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -74.665158,
        "energy": 76.087668,
        "activity_lines": [
          6.116667,
          6.423636,
          6.760238,
          7.056452
        ]
      }
    ],
    "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."
    }
  }
}