{
  "ticker": {
    "uuid": "6b16903b-a312-4f75-a0c6-7cbbdbf0e76a",
    "symbol": "4559",
    "name": "Joy Industrial Co., Ltd.",
    "exchange": "TWO",
    "country": "TW",
    "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": "2026-08-14",
    "benchmark": "^TWII",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 83.194,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Re-acceleration watch",
    "architecture_gate": "up",
    "architecture_direction": 46.913,
    "architecture_energy": 28.668,
    "architecture_maturity": 27.615,
    "architecture_confidence": 61.617,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The prior uptrend is attempting to re-accelerate.",
        "body": "Positive Trend survived a recompression and Fast Activity is strengthening again. Promotion requires renewed confirmation across the completed evidence set."
      },
      "scores": {
        "balance": 41.63,
        "rotation_up": 46.24,
        "upward_expansion": 74.62,
        "deceleration": 56.82,
        "rotation_down": 17.52,
        "downward_expansion": 3.62
      },
      "activity_lines": [
        9.422,
        9.262364,
        9.073714,
        8.891441
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 9.24,
    "trend_reference": 8.634,
    "distance_from_trend": 0.070188,
    "trend_direction": "Improving",
    "fair_value": 9.207173,
    "distance_from_fair_value": 0.003565,
    "fair_value_direction": "Improving",
    "relative_strength": -16.162956,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.147826,
    "excess_performance": -0.293546,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.070188,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.088136,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.003565,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.0614,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.16163,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.062302,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.147826,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.510936,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 884158,
      "relative_activity": 1.601932,
      "balance": 0.510936,
      "dry_up": 0.949145,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.167083,
      "annualized_volatility": 0.515309,
      "from_high_reference": -0.403871,
      "from_low_reference": 0.45283
    },
    "levels": {
      "trend_reference": 8.634,
      "fair_value_reference": 9.207173,
      "structural_low": 7.55,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": -0.036649,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.444444,
        "median_excess_return": 0.02289,
        "regime_survival": 0.555556,
        "best_return": 0.311688,
        "worst_return": -0.089137,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.046148,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.155587,
        "regime_survival": 0.25,
        "best_return": 0.24026,
        "worst_return": -0.247911,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.005067,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.035665,
        "regime_survival": 0.333333,
        "best_return": 0.005,
        "worst_return": -0.165138,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.094684,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.04571,
        "regime_survival": 0.0,
        "best_return": -0.02,
        "worst_return": -0.169368,
        "sufficient": false
      }
    ],
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-03-01",
        "end": "2024-03-08",
        "tenure": "New",
        "return": 0.009569,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-03-22",
        "tenure": "New",
        "return": 0.015306,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2024-06-21",
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      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-06-28",
        "end": "2024-11-29",
        "tenure": "Established",
        "return": -0.022,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-12-27",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2025-03-07",
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        "return": 0.037234,
        "active": false
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      {
        "regime": "balance",
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        "active": false
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        "end": "2026-01-09",
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        "active": false
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        "label": "Rotation Up",
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        "modifier": "Re-accelerating",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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      },
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        "date": "2026-05-22",
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      },
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        "date": "2026-05-29",
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      },
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        "date": "2026-06-05",
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-07-03",
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        "energy": 11.038749,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 9.284673,
        "relative_strength": -18.747495,
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        "energy": 15.422163,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
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        "volume": 450889,
        "typical_volume": 456736.4,
        "trend": 8.3,
        "fair_value": 9.268332,
        "relative_strength": -10.894018,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": 46.754886,
        "energy": 25.825463,
        "activity_lines": [
          9.155333,
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      },
      {
        "date": "2026-07-24",
        "close": 9.02,
        "volume": 430083,
        "typical_volume": 476139.2,
        "trend": 8.367333,
        "fair_value": 9.251448,
        "relative_strength": -16.403034,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": 45.303576,
        "energy": 31.93101,
        "activity_lines": [
          9.193333,
          8.913091,
          8.881238,
          8.693333
        ]
      },
      {
        "date": "2026-07-31",
        "close": 9.2,
        "volume": 143268,
        "typical_volume": 482197.6,
        "trend": 8.446,
        "fair_value": 9.235409,
        "relative_strength": -12.886196,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 45.945798,
        "energy": 36.273602,
        "activity_lines": [
          9.244,
          8.987273,
          8.926571,
          8.747054
        ]
      },
      {
        "date": "2026-08-07",
        "close": 10.0,
        "volume": 637946,
        "typical_volume": 512863.4,
        "trend": 8.556,
        "fair_value": 9.224807,
        "relative_strength": -6.924333,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 58.875234,
        "energy": 43.106774,
        "activity_lines": [
          9.474667,
          9.209273,
          9.041571,
          8.847312
        ]
      },
      {
        "date": "2026-08-14",
        "close": 9.24,
        "volume": 884158,
        "typical_volume": 551932.3,
        "trend": 8.634,
        "fair_value": 9.207173,
        "relative_strength": -16.162956,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 46.91267,
        "energy": 28.667736,
        "activity_lines": [
          9.422,
          9.262364,
          9.073714,
          8.891441
        ]
      }
    ],
    "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."
    }
  }
}