{
  "ticker": {
    "uuid": "b0413147-e9c3-4aa3-a202-4c366547a700",
    "symbol": "002833",
    "name": "Guangzhou KDT Machinery Group Co., Ltd.",
    "exchange": "SHZ",
    "country": "CN",
    "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": "399001.SZ",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 60.067,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -22.62,
    "architecture_energy": 28.439,
    "architecture_maturity": 6.412,
    "architecture_confidence": 47.744,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 38.73,
        "rotation_up": 26.97,
        "upward_expansion": 16.19,
        "deceleration": 45.59,
        "rotation_down": 50.2,
        "downward_expansion": 48.52
      },
      "activity_lines": [
        17.267333,
        17.406545,
        17.988609,
        18.057606
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 18.1,
    "trend_reference": 18.007369,
    "distance_from_trend": 0.005144,
    "trend_direction": "Improving",
    "fair_value": 16.404733,
    "distance_from_fair_value": 0.10334,
    "fair_value_direction": "Weakening",
    "relative_strength": 2.426665,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.008893,
    "excess_performance": 0.001493,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.005144,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.035572,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.10334,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.167657,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.024267,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.014589,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.008893,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.060124,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 23802412,
      "relative_activity": 0.855449,
      "balance": 1.060124,
      "dry_up": 1.117345,
      "accumulation_observations": 3,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.077838,
      "annualized_volatility": 0.364682,
      "from_high_reference": -0.170755,
      "from_low_reference": 0.219765
    },
    "levels": {
      "trend_reference": 18.007369,
      "fair_value_reference": 16.404733,
      "structural_low": 15.5,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 4,
        "median_return": -0.021062,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.028485,
        "regime_survival": 0.25,
        "best_return": 0.209457,
        "worst_return": -0.113762,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.045641,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.050875,
        "regime_survival": 0.0,
        "best_return": 0.147734,
        "worst_return": -0.075477,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.048058,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.063151,
        "regime_survival": 0.0,
        "best_return": 0.108542,
        "worst_return": -0.171264,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.100232,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.097038,
        "regime_survival": 0.0,
        "best_return": 0.067364,
        "worst_return": -0.267828,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-03-07",
        "end": "2025-04-11",
        "tenure": "Developing",
        "return": -0.128896,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-18",
        "end": "2025-04-25",
        "tenure": "New",
        "return": 0.042593,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-05-02",
        "end": "2025-05-23",
        "tenure": "New",
        "return": 0.015267,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-30",
        "end": "2025-06-20",
        "tenure": "New",
        "return": -0.044362,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-06-27",
        "end": "2025-08-15",
        "tenure": "Developing",
        "return": 0.099022,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-22",
        "end": "2025-09-19",
        "tenure": "Developing",
        "return": -0.04677,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-26",
        "end": "2025-12-19",
        "tenure": "Established",
        "return": -0.035739,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-26",
        "end": "2026-01-09",
        "tenure": "New",
        "return": 0.051932,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-16",
        "end": "2026-01-16",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-01-23",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": -0.027957,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-03",
        "end": "2026-04-24",
        "tenure": "New",
        "return": 0.083429,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-01",
        "end": "2026-06-12",
        "tenure": "Developing",
        "return": -0.121929,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-06-19",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": -0.097588,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.120743,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-07-28",
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        "typical_volume": 24611506.45,
        "trend": 14.200229,
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        "relative_strength": 13.828926,
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      },
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        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 27621784.4,
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        "fair_value": 16.363328,
        "relative_strength": -5.675705,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
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      },
      {
        "date": "2026-07-24",
        "close": 16.15,
        "volume": 30212074,
        "typical_volume": 27498686.95,
        "trend": 17.850718,
        "fair_value": 16.368588,
        "relative_strength": -5.421652,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -40.878895,
        "energy": 52.058024,
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      },
      {
        "date": "2026-07-31",
        "close": 17.77,
        "volume": 40640149,
        "typical_volume": 27563848.7,
        "trend": 17.932913,
        "fair_value": 16.384397,
        "relative_strength": 5.754137,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -28.897069,
        "energy": 49.17477,
        "activity_lines": [
          16.956,
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      },
      {
        "date": "2026-08-07",
        "close": 18.1,
        "volume": 23802412,
        "typical_volume": 27824464.6,
        "trend": 18.007369,
        "fair_value": 16.404733,
        "relative_strength": 2.426665,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -22.620114,
        "energy": 28.438893,
        "activity_lines": [
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      }
    ],
    "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."
    }
  }
}