{
  "ticker": {
    "uuid": "c92934d5-7a61-4b42-834a-1a3a0975da26",
    "symbol": "POS",
    "name": "Plexus Holdings plc",
    "exchange": "LSE",
    "country": "GB",
    "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": "^FTSE",
    "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": -44.573,
    "architecture_energy": 37.645,
    "architecture_maturity": 100.0,
    "architecture_confidence": 79.729,
    "architecture_tenure": "Extended",
    "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": 25.83,
        "rotation_up": 27.92,
        "upward_expansion": 23.54,
        "deceleration": 46.72,
        "rotation_down": 34.36,
        "downward_expansion": 62.21
      },
      "activity_lines": [
        0.031033,
        0.030445,
        0.031217,
        0.034581
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 0.0315,
    "trend_reference": 0.040975,
    "distance_from_trend": -0.231239,
    "trend_direction": "Weakening",
    "fair_value": 0.102833,
    "distance_from_fair_value": -0.693678,
    "fair_value_direction": "Weakening",
    "relative_strength": -45.78845,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.496,
    "excess_performance": -0.547235,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.231239,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.195517,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.693678,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.029142,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.457884,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.052487,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.496,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.170188,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 513620,
      "relative_activity": 0.258178,
      "balance": 1.170188,
      "dry_up": 0.738864,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.083858,
      "annualized_volatility": 0.843337,
      "from_high_reference": -0.644068,
      "from_low_reference": 0.166667
    },
    "levels": {
      "trend_reference": 0.040975,
      "fair_value_reference": 0.102833,
      "structural_low": 0.027,
      "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": 44,
        "median_return": -0.056648,
        "positive_rate": 0.318182,
        "directional_follow_through": 0.613636,
        "median_excess_return": -0.060025,
        "regime_survival": 0.931818,
        "best_return": 0.333333,
        "worst_return": -0.438095,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 14,
        "median_return": -0.121252,
        "positive_rate": 0.142857,
        "directional_follow_through": 0.857143,
        "median_excess_return": -0.164568,
        "regime_survival": 0.857143,
        "best_return": 0.857143,
        "worst_return": -0.517949,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": -0.259735,
        "positive_rate": 0.125,
        "directional_follow_through": 0.875,
        "median_excess_return": -0.320218,
        "regime_survival": 0.75,
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        "worst_return": -0.758974,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.512069,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.617334,
        "regime_survival": 0.75,
        "best_return": 0.191489,
        "worst_return": -0.822642,
        "sufficient": false
      }
    ],
    "ledger": [
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        "return": 3.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2023-11-24",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2024-01-12",
        "tenure": "Developing",
        "return": -0.04,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-06-20",
        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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      {
        "regime": "balance",
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      {
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        "active": true
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    "chart_path": [
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      {
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      },
      {
        "date": "2026-07-24",
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        "volume": 3127004,
        "typical_volume": 2058105.9,
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        "fair_value": 0.102916,
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        "stage": 4,
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      },
      {
        "date": "2026-07-31",
        "close": 0.0315,
        "volume": 349898,
        "typical_volume": 2037473.1,
        "trend": 0.042258,
        "fair_value": 0.102871,
        "relative_strength": -46.88719,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -48.488198,
        "energy": 46.491981,
        "activity_lines": [
          0.030533,
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          0.031383,
          0.035275
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      },
      {
        "date": "2026-08-07",
        "close": 0.0315,
        "volume": 513620,
        "typical_volume": 1989406.45,
        "trend": 0.040975,
        "fair_value": 0.102833,
        "relative_strength": -45.78845,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -44.572985,
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          0.031033,
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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."
    }
  }
}