{
  "ticker": {
    "uuid": "a9952543-7079-49c8-bf38-ab7559750ddc",
    "symbol": "AVA",
    "name": "Avista Corporation",
    "exchange": "NYSE",
    "country": "US",
    "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": "SPY",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 91.445,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "mixed",
    "architecture_direction": -23.211,
    "architecture_energy": 17.476,
    "architecture_maturity": 8.852,
    "architecture_confidence": 61.955,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 44.67,
        "rotation_up": 27.28,
        "upward_expansion": 27.65,
        "deceleration": 52.65,
        "rotation_down": 49.35,
        "downward_expansion": 31.98
      },
      "activity_lines": [
        40.473333,
        40.952545,
        41.066945,
        40.87754
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 38.73,
    "trend_reference": 40.629294,
    "distance_from_trend": -0.046747,
    "trend_direction": "Improving",
    "fair_value": 35.254461,
    "distance_from_fair_value": 0.098584,
    "fair_value_direction": "Weakening",
    "relative_strength": -11.772372,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.04406,
    "excess_performance": -0.169685,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.046747,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.023417,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.098584,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.065653,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.117724,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.065055,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.04406,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.030494,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4391138,
      "relative_activity": 1.374378,
      "balance": 1.030494,
      "dry_up": 0.959883,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.046058,
      "annualized_volatility": 0.201043,
      "from_high_reference": -0.101392,
      "from_low_reference": 0.130862
    },
    "levels": {
      "trend_reference": 40.629294,
      "fair_value_reference": 35.254461,
      "structural_low": 37.711121,
      "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": 15,
        "median_return": 0.038163,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": 0.017307,
        "regime_survival": 0.533333,
        "best_return": 0.094071,
        "worst_return": -0.110868,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.07118,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.046932,
        "regime_survival": 0.25,
        "best_return": 0.12089,
        "worst_return": 0.032903,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.070607,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.043319,
        "regime_survival": 0.166667,
        "best_return": 0.196107,
        "worst_return": -0.085859,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.100711,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.046466,
        "regime_survival": 0.25,
        "best_return": 0.172939,
        "worst_return": -0.135382,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-03-14",
        "tenure": "New",
        "return": 0.006297,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-05-16",
        "tenure": "Developing",
        "return": -0.006217,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-06-20",
        "tenure": "Developing",
        "return": -0.027034,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-07-04",
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        "return": 0.019129,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-08-15",
        "tenure": "Developing",
        "return": -0.018942,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-08-22",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": -0.006165,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-10-24",
        "tenure": "New",
        "return": 0.018991,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "tenure": "New",
        "return": 0.08042,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2025-12-19",
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        "return": -0.074486,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "return": 0.040541,
        "active": false
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      {
        "regime": "upward_expansion",
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        "return": -0.02268,
        "active": false
      },
      {
        "regime": "deceleration",
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        "active": false
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      {
        "regime": "upward_expansion",
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        "tenure": "Established",
        "return": -0.004454,
        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
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      },
      {
        "date": "2026-04-17",
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        "date": "2026-06-05",
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      },
      {
        "date": "2026-07-03",
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      },
      {
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 3243641.0,
        "trend": 40.367426,
        "fair_value": 35.096031,
        "relative_strength": -1.257555,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 53.187091,
        "energy": 29.412069,
        "activity_lines": [
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          40.894279
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      },
      {
        "date": "2026-07-24",
        "close": 42.05,
        "volume": 2256495,
        "typical_volume": 3165418.05,
        "trend": 40.516867,
        "fair_value": 35.151,
        "relative_strength": -0.105846,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 54.638613,
        "energy": 33.107244,
        "activity_lines": [
          41.848,
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        ]
      },
      {
        "date": "2026-07-31",
        "close": 40.45,
        "volume": 3153744,
        "typical_volume": 3181240.05,
        "trend": 40.605164,
        "fair_value": 35.206288,
        "relative_strength": -4.821827,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 29.401457,
        "energy": 16.349387,
        "activity_lines": [
          41.403333,
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 38.73,
        "volume": 4391138,
        "typical_volume": 3195001.05,
        "trend": 40.629294,
        "fair_value": 35.254461,
        "relative_strength": -11.772372,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -23.210977,
        "energy": 17.476197,
        "activity_lines": [
          40.473333,
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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."
    }
  }
}