{
  "ticker": {
    "uuid": "15d3ca08-0bb2-4ea8-850c-15c325047e4a",
    "symbol": "LINC",
    "name": "Lincoln Educational Services",
    "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": 82.136,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": -0.95,
    "architecture_energy": 21.45,
    "architecture_maturity": 100.0,
    "architecture_confidence": 78.023,
    "architecture_tenure": "Extended",
    "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": 47.41,
        "rotation_up": 19.48,
        "upward_expansion": 46.3,
        "deceleration": 82.31,
        "rotation_down": 49.47,
        "downward_expansion": 37.97
      },
      "activity_lines": [
        42.26,
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        45.699952,
        43.941677
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 40.99,
    "trend_reference": 40.376,
    "distance_from_trend": 0.015207,
    "trend_direction": "Improving",
    "fair_value": 19.826506,
    "distance_from_fair_value": 1.067434,
    "fair_value_direction": "Weakening",
    "relative_strength": 12.959969,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.568695,
    "excess_performance": 0.381241,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.015207,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.252863,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.067434,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.646279,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.1296,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.290332,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.568695,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.921638,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 4310293,
      "relative_activity": 1.687656,
      "balance": 0.921638,
      "dry_up": 1.353055,
      "accumulation_observations": 3,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.146168,
      "annualized_volatility": 0.540516,
      "from_high_reference": -0.272453,
      "from_low_reference": 1.370735
    },
    "levels": {
      "trend_reference": 40.376,
      "fair_value_reference": 19.826506,
      "structural_low": 25.58,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 32,
        "median_return": 0.004462,
        "positive_rate": 0.59375,
        "directional_follow_through": 0.59375,
        "median_excess_return": -0.001847,
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        "worst_return": -0.200841,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "regime_survival": 0.666667,
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        "worst_return": -0.079215,
        "sufficient": true
      },
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        "horizon": "Extended",
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        "horizon": "Full cycle",
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        "worst_return": -0.108033,
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        "regime": "balance",
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        "date": "2026-05-01",
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      },
      {
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      },
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        "fair_value": 18.951026,
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      },
      {
        "date": "2026-07-17",
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        "volume": 4500664,
        "typical_volume": 2529120.2,
        "trend": 38.700333,
        "fair_value": 19.184712,
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        "stage": 2,
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        "energy": 41.068617,
        "activity_lines": [
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      },
      {
        "date": "2026-07-24",
        "close": 40.51,
        "volume": 3084612,
        "typical_volume": 2535764.55,
        "trend": 39.223,
        "fair_value": 19.398237,
        "relative_strength": 19.53591,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
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        "direction": 23.106196,
        "energy": 16.636086,
        "activity_lines": [
          46.108,
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      },
      {
        "date": "2026-07-31",
        "close": 41.82,
        "volume": 1927305,
        "typical_volume": 2536325.45,
        "trend": 39.84,
        "fair_value": 19.62016,
        "relative_strength": 21.826624,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 15.202424,
        "energy": 16.961199,
        "activity_lines": [
          44.053333,
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 40.99,
        "volume": 4310293,
        "typical_volume": 2554011.25,
        "trend": 40.376,
        "fair_value": 19.826506,
        "relative_strength": 12.959969,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": -0.94956,
        "energy": 21.450153,
        "activity_lines": [
          42.26,
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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."
    }
  }
}