{
  "ticker": {
    "uuid": "c3bf397d-9506-47bc-937d-212ba530be97",
    "symbol": "GSBC",
    "name": "Great Southern Bancorp Inc",
    "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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 70.845,
    "architecture_energy": 58.206,
    "architecture_maturity": 63.672,
    "architecture_confidence": 92.201,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 1.38,
        "rotation_up": 65.14,
        "upward_expansion": 87.22,
        "deceleration": 60.04,
        "rotation_down": 22.29,
        "downward_expansion": 9.22
      },
      "activity_lines": [
        79.758667,
        78.741393,
        75.562867,
        72.619237
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 1.0
    },
    "latest_close": 80.65,
    "trend_reference": 69.010373,
    "distance_from_trend": 0.168665,
    "trend_direction": "Improving",
    "fair_value": 57.153768,
    "distance_from_fair_value": 0.411106,
    "fair_value_direction": "Improving",
    "relative_strength": 8.705426,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.267426,
    "excess_performance": 0.079972,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.168665,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.089899,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.411106,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.147656,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.087054,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.131788,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.267426,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.991214,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 522115,
      "relative_activity": 1.087381,
      "balance": 3.991214,
      "dry_up": 1.290981,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.05236,
      "annualized_volatility": 0.186658,
      "from_high_reference": -0.027258,
      "from_low_reference": 0.520942
    },
    "levels": {
      "trend_reference": 69.010373,
      "fair_value_reference": 57.153768,
      "structural_low": 58.950071,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 27,
        "median_return": -0.011794,
        "positive_rate": 0.37037,
        "directional_follow_through": 0.37037,
        "median_excess_return": -0.01074,
        "regime_survival": 0.666667,
        "best_return": 0.13038,
        "worst_return": -0.127798,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.045909,
        "positive_rate": 0.3,
        "directional_follow_through": 0.3,
        "median_excess_return": -0.048131,
        "regime_survival": 0.2,
        "best_return": 0.145849,
        "worst_return": -0.128732,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.059128,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.013857,
        "regime_survival": 0.0,
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        "worst_return": -0.122803,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.059567,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.176222,
        "regime_survival": 0.5,
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        "worst_return": -0.123534,
        "sufficient": false
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        "color": "red",
        "start": "2025-04-11",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.149229,
        "active": false
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        "regime": "balance",
        "label": "Balance",
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "regime": "upward_expansion",
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        "active": false
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      {
        "regime": "deceleration",
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        "color": "amber",
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        "active": false
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        "regime": "rotation_down",
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        "active": false
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        "date": "2026-04-24",
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      {
        "date": "2026-05-08",
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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": 466812.1,
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        "fair_value": 56.589367,
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        "stage": 2,
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        "modifier": "Established expansion",
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        "direction": 69.310687,
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        "activity_lines": [
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          70.237248
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      },
      {
        "date": "2026-07-24",
        "close": 79.25,
        "volume": 440081,
        "typical_volume": 472816.45,
        "trend": 67.741567,
        "fair_value": 56.768806,
        "relative_strength": 13.551339,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 70.729125,
        "energy": 60.922703,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 80.31,
        "volume": 402845,
        "typical_volume": 472979.4,
        "trend": 68.388843,
        "fair_value": 56.955455,
        "relative_strength": 14.067981,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 72.460839,
        "energy": 59.292756,
        "activity_lines": [
          79.160667,
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          71.828195
        ]
      },
      {
        "date": "2026-08-07",
        "close": 80.65,
        "volume": 522115,
        "typical_volume": 480158.2,
        "trend": 69.010373,
        "fair_value": 57.153768,
        "relative_strength": 8.705426,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 70.845389,
        "energy": 58.206432,
        "activity_lines": [
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          72.619237
        ]
      }
    ],
    "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."
    }
  }
}