{
  "ticker": {
    "uuid": "6397fe4a-c09f-4537-a4b1-3eec406fbbcd",
    "symbol": "GEOS",
    "name": "Geospace Technologies Corporation",
    "exchange": "NASDAQ",
    "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": "QQQ",
    "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": -73.764,
    "architecture_energy": 50.756,
    "architecture_maturity": 100.0,
    "architecture_confidence": 86.534,
    "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": 28.69,
        "rotation_up": 27.3,
        "upward_expansion": 6.55,
        "deceleration": 60.02,
        "rotation_down": 49.62,
        "downward_expansion": 77.55
      },
      "activity_lines": [
        6.72,
        6.842727,
        7.421095,
        8.209785
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 5.85,
    "trend_reference": 9.784,
    "distance_from_trend": -0.402085,
    "trend_direction": "Weakening",
    "fair_value": 11.71641,
    "distance_from_fair_value": -0.5007,
    "fair_value_direction": "Weakening",
    "relative_strength": -63.60549,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.421365,
    "excess_performance": -0.608819,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.402085,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.270422,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.5007,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.213766,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.636055,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.11624,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.421365,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.544936,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 776918,
      "relative_activity": 0.921892,
      "balance": 0.544936,
      "dry_up": 0.621658,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.212164,
      "annualized_volatility": 0.77241,
      "from_high_reference": -0.8043,
      "from_low_reference": 0.064604
    },
    "levels": {
      "trend_reference": 9.784,
      "fair_value_reference": 11.71641,
      "structural_low": 5.495,
      "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": 27,
        "median_return": 0.002066,
        "positive_rate": 0.518519,
        "directional_follow_through": 0.481481,
        "median_excess_return": 0.024428,
        "regime_survival": 0.814815,
        "best_return": 0.838663,
        "worst_return": -0.347977,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.041246,
        "positive_rate": 0.4,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.066819,
        "regime_survival": 0.6,
        "best_return": 2.30339,
        "worst_return": -0.293413,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.109252,
        "positive_rate": 0.6,
        "directional_follow_through": 0.2,
        "median_excess_return": 0.086057,
        "regime_survival": 0.2,
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        "worst_return": -0.321375,
        "sufficient": true
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      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.001837,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
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        "best_return": 2.07109,
        "worst_return": -0.419291,
        "sufficient": false
      }
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        "regime": "balance",
        "label": "Balance",
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      {
        "regime": "downward_expansion",
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        "regime": "rotation_up",
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        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
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      },
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        "gate": "down",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 930249.4,
        "trend": 11.004667,
        "fair_value": 11.743205,
        "relative_strength": -57.759657,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.848741,
        "energy": 53.924721,
        "activity_lines": [
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          7.975571,
          8.96772
        ]
      },
      {
        "date": "2026-07-24",
        "close": 7.08,
        "volume": 377659,
        "typical_volume": 902918.95,
        "trend": 10.664667,
        "fair_value": 11.737179,
        "relative_strength": -54.836131,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.51893,
        "energy": 46.022514,
        "activity_lines": [
          6.988667,
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          7.806048,
          8.714516
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      },
      {
        "date": "2026-07-31",
        "close": 7.31,
        "volume": 461521,
        "typical_volume": 865471.7,
        "trend": 10.318667,
        "fair_value": 11.734359,
        "relative_strength": -52.907749,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -46.626675,
        "energy": 36.396548,
        "activity_lines": [
          7.128667,
          7.092545,
          7.672952,
          8.498086
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.85,
        "volume": 776918,
        "typical_volume": 842743.25,
        "trend": 9.784,
        "fair_value": 11.71641,
        "relative_strength": -63.60549,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.763709,
        "energy": 50.755728,
        "activity_lines": [
          6.72,
          6.842727,
          7.421095,
          8.209785
        ]
      }
    ],
    "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."
    }
  }
}