{
  "ticker": {
    "uuid": "202ef161-59cd-4d25-bff9-2caab0b1fa22",
    "symbol": "GEC",
    "name": "Global Education Communities Corp.",
    "exchange": "TOR",
    "country": "CA",
    "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": "^GSPTSE",
    "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": -54.841,
    "architecture_energy": 38.53,
    "architecture_maturity": 70.344,
    "architecture_confidence": 86.889,
    "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": 24.45,
        "rotation_up": 23.33,
        "upward_expansion": 4.58,
        "deceleration": 56.68,
        "rotation_down": 47.19,
        "downward_expansion": 75.58
      },
      "activity_lines": [
        0.285333,
        0.286727,
        0.29419,
        0.303419
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 0.29,
    "trend_reference": 0.319667,
    "distance_from_trend": -0.092805,
    "trend_direction": "Weakening",
    "fair_value": 0.31641,
    "distance_from_fair_value": -0.083468,
    "fair_value_direction": "Weakening",
    "relative_strength": -25.771038,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.236842,
    "excess_performance": -0.357263,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.092805,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.068932,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.083468,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.00491,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.25771,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.018175,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.236842,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.791855,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 70600,
      "relative_activity": 2.329649,
      "balance": 0.791855,
      "dry_up": 1.088929,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.074271,
      "annualized_volatility": 0.516475,
      "from_high_reference": -0.395833,
      "from_low_reference": 0.115385
    },
    "levels": {
      "trend_reference": 0.319667,
      "fair_value_reference": 0.31641,
      "structural_low": 0.26,
      "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": 41,
        "median_return": -0.033333,
        "positive_rate": 0.268293,
        "directional_follow_through": 0.585366,
        "median_excess_return": -0.036986,
        "regime_survival": 0.878049,
        "best_return": 0.6875,
        "worst_return": -0.2,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 14,
        "median_return": -0.067873,
        "positive_rate": 0.357143,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.088234,
        "regime_survival": 0.714286,
        "best_return": 0.375,
        "worst_return": -0.296296,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.090909,
        "positive_rate": 0.142857,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.064816,
        "regime_survival": 0.571429,
        "best_return": 0.736842,
        "worst_return": -0.40625,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.146635,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.126432,
        "regime_survival": 0.5,
        "best_return": 0.407407,
        "worst_return": -0.325,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2022-10-21",
        "end": "2024-03-01",
        "tenure": "Extended",
        "return": -0.346154,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
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      },
      {
        "regime": "rotation_up",
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        "tenure": "Developing",
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      {
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        "regime": "rotation_down",
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-10-17",
        "tenure": "Established",
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        "regime": "deceleration",
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        "relative_strength": -15.980572,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -50.048784,
        "energy": 30.260603,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 0.3,
        "volume": 33000,
        "typical_volume": 75120.0,
        "trend": 0.352333,
        "fair_value": 0.325577,
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        "regime": "downward_expansion",
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        "energy": 43.331713,
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      },
      {
        "date": "2026-05-15",
        "close": 0.3,
        "volume": 20000,
        "typical_volume": 71725.0,
        "trend": 0.349667,
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        "relative_strength": -23.258351,
        "stage": 4,
        "regime": "downward_expansion",
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        "energy": 59.140226,
        "activity_lines": [
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          0.329381,
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      },
      {
        "date": "2026-05-22",
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        "volume": 30600,
        "typical_volume": 70045.0,
        "trend": 0.346667,
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        "stage": 4,
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        "direction": -62.129649,
        "energy": 59.941074,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "volume": 103800,
        "typical_volume": 70240.0,
        "trend": 0.343333,
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        "relative_strength": -27.225321,
        "stage": 4,
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      },
      {
        "date": "2026-06-05",
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        "trend": 0.341333,
        "fair_value": 0.322821,
        "relative_strength": -21.192761,
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        "energy": 53.080427,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 0,
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        "stage": 4,
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "trend": 0.336667,
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        "relative_strength": -26.628824,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.13116,
        "energy": 53.088564,
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      },
      {
        "date": "2026-07-03",
        "close": 0.28,
        "volume": 0,
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        "trend": 0.335,
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        "relative_strength": -29.228066,
        "stage": 4,
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      },
      {
        "date": "2026-07-10",
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        "volume": 41400,
        "typical_volume": 40470.0,
        "trend": 0.333333,
        "fair_value": 0.319423,
        "relative_strength": -23.421771,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -58.928411,
        "energy": 52.720902,
        "activity_lines": [
          0.291333,
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          0.304,
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      },
      {
        "date": "2026-07-17",
        "close": 0.27,
        "volume": 32600,
        "typical_volume": 42050.0,
        "trend": 0.329333,
        "fair_value": 0.31859,
        "relative_strength": -30.242384,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.626959,
        "energy": 59.265804,
        "activity_lines": [
          0.284,
          0.289455,
          0.299952,
          0.311054
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.29,
        "volume": 10500,
        "typical_volume": 39770.0,
        "trend": 0.326333,
        "fair_value": 0.317885,
        "relative_strength": -24.700282,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.293696,
        "energy": 45.566908,
        "activity_lines": [
          0.285333,
          0.288909,
          0.298143,
          0.308516
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.28,
        "volume": 18300,
        "typical_volume": 40260.0,
        "trend": 0.322667,
        "fair_value": 0.317115,
        "relative_strength": -26.496152,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.298588,
        "energy": 44.319099,
        "activity_lines": [
          0.283333,
          0.286727,
          0.295571,
          0.305527
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.29,
        "volume": 70600,
        "typical_volume": 30305.0,
        "trend": 0.319667,
        "fair_value": 0.31641,
        "relative_strength": -25.771038,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -54.840903,
        "energy": 38.529613,
        "activity_lines": [
          0.285333,
          0.286727,
          0.29419,
          0.303419
        ]
      }
    ],
    "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."
    }
  }
}