{
  "ticker": {
    "uuid": "8f8b3c0d-58d3-4a01-94b5-2b945e59eae7",
    "symbol": "POSI3",
    "name": "Positivo Tecnologia S.A.",
    "exchange": "SAO",
    "country": "BR",
    "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": "^BVSP",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -66.237,
    "architecture_energy": 68.175,
    "architecture_maturity": 26.846,
    "architecture_confidence": 89.181,
    "architecture_tenure": "Developing",
    "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": 19.84,
        "rotation_up": 11.89,
        "upward_expansion": 15.01,
        "deceleration": 37.66,
        "rotation_down": 68.31,
        "downward_expansion": 88.34
      },
      "activity_lines": [
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        3.970301
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      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 3.53,
    "trend_reference": 4.083667,
    "distance_from_trend": -0.135581,
    "trend_direction": "Weakening",
    "fair_value": 5.34014,
    "distance_from_fair_value": -0.338969,
    "fair_value_direction": "Weakening",
    "relative_strength": -16.862273,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.18287,
    "excess_performance": -0.125822,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.135581,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.023556,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.338969,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.132967,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.168623,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.065705,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.18287,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.65648,
        "read": "Supply-led"
      }
    ],
    "volume": {
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      "relative_activity": 0.816474,
      "balance": 0.65648,
      "dry_up": 0.703128,
      "accumulation_observations": 1,
      "distribution_observations": 1
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    "risk": {
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      "annualized_volatility": 0.422399,
      "from_high_reference": -0.264583,
      "from_low_reference": 0.038235
    },
    "levels": {
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      "fair_value_reference": 5.34014,
      "structural_low": 3.4,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 28,
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        "positive_rate": 0.535714,
        "directional_follow_through": 0.464286,
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        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "worst_return": -0.200613,
        "sufficient": true
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        "horizon": "Extended",
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        "horizon": "Full cycle",
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        "regime": "deceleration",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 4418980.0,
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        "relative_strength": -12.946244,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -44.714245,
        "energy": 23.807538,
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          3.908,
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          4.020762,
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      },
      {
        "date": "2026-07-24",
        "close": 3.55,
        "volume": 2187800,
        "typical_volume": 4190090.0,
        "trend": 4.114598,
        "fair_value": 5.390209,
        "relative_strength": -18.217059,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.454943,
        "energy": 45.813572,
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          3.779333,
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          3.966857,
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      },
      {
        "date": "2026-07-31",
        "close": 3.55,
        "volume": 2666400,
        "typical_volume": 3760085.0,
        "trend": 4.101667,
        "fair_value": 5.364287,
        "relative_strength": -19.490232,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.447679,
        "energy": 57.811216,
        "activity_lines": [
          3.680667,
          3.771273,
          3.915381,
          4.007183
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.53,
        "volume": 2917000,
        "typical_volume": 3572680.0,
        "trend": 4.083667,
        "fair_value": 5.34014,
        "relative_strength": -16.862273,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.236614,
        "energy": 68.175054,
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          3.604667,
          3.719455,
          3.866571,
          3.970301
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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."
    }
  }
}