{
  "ticker": {
    "uuid": "20247faf-0767-4b66-a737-6e26aee5fec5",
    "symbol": "ABG",
    "name": "Abacus Group",
    "exchange": "ASX",
    "country": "AU",
    "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": "^AXJO",
    "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": -60.539,
    "architecture_energy": 44.862,
    "architecture_maturity": 61.967,
    "architecture_confidence": 91.943,
    "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": 9.35,
        "rotation_up": 21.17,
        "upward_expansion": 5.87,
        "deceleration": 51.27,
        "rotation_down": 57.81,
        "downward_expansion": 81.53
      },
      "activity_lines": [
        0.930667,
        0.938102,
        0.959844,
        0.98032
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      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.833333
    },
    "latest_close": 0.93,
    "trend_reference": 1.018139,
    "distance_from_trend": -0.086569,
    "trend_direction": "Weakening",
    "fair_value": 1.044301,
    "distance_from_fair_value": -0.109453,
    "fair_value_direction": "Weakening",
    "relative_strength": -18.399458,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.162162,
    "excess_performance": -0.225868,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.086569,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.066818,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.109453,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.073823,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.183995,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.081288,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.162162,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.066296,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3003642,
      "relative_activity": 0.681643,
      "balance": 1.066296,
      "dry_up": 0.972081,
      "accumulation_observations": 4,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.049628,
      "annualized_volatility": 0.217419,
      "from_high_reference": -0.256151,
      "from_low_reference": 0.039106
    },
    "levels": {
      "trend_reference": 1.018139,
      "fair_value_reference": 1.044301,
      "structural_low": 0.895,
      "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": 19,
        "median_return": 0.014706,
        "positive_rate": 0.526316,
        "directional_follow_through": 0.473684,
        "median_excess_return": -0.016201,
        "regime_survival": 0.736842,
        "best_return": 0.152264,
        "worst_return": -0.113433,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
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        "positive_rate": 0.428571,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.017568,
        "regime_survival": 0.428571,
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        "worst_return": -0.108628,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.054917,
        "positive_rate": 0.8,
        "directional_follow_through": 0.2,
        "median_excess_return": 0.015672,
        "regime_survival": 0.4,
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        "worst_return": -0.185859,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
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        "regime_survival": 0.333333,
        "best_return": 0.07097,
        "worst_return": -0.089574,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
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        "regime": "rotation_up",
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      {
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      {
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        "regime": "deceleration",
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      },
      {
        "date": "2026-07-17",
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        "stage": 4,
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          0.974618,
          1.000029
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      },
      {
        "date": "2026-07-24",
        "close": 0.925,
        "volume": 4108157,
        "typical_volume": 4480129.1,
        "trend": 1.034972,
        "fair_value": 1.045493,
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        "stage": 4,
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        "energy": 70.863737,
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          0.928125,
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          0.968455,
          0.992349
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.945,
        "volume": 5092752,
        "typical_volume": 4501718.35,
        "trend": 1.026472,
        "fair_value": 1.044865,
        "relative_strength": -14.870632,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.927902,
        "energy": 57.890906,
        "activity_lines": [
          0.930333,
          0.941633,
          0.96465,
          0.986544
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.93,
        "volume": 3003642,
        "typical_volume": 4406474.3,
        "trend": 1.018139,
        "fair_value": 1.044301,
        "relative_strength": -18.399458,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.538522,
        "energy": 44.862325,
        "activity_lines": [
          0.930667,
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          0.959844,
          0.98032
        ]
      }
    ],
    "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."
    }
  }
}