{
  "ticker": {
    "uuid": "4868a76b-5b38-48e8-bbe8-9c587f6e1b43",
    "symbol": "AVTR",
    "name": "Avantor Inc",
    "exchange": "NYSE",
    "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,
    "model_version": "ta-0.1.0",
    "as_of_week": "2026-07-31",
    "benchmark": "SPY",
    "history_weeks": 344,
    "chart_window_weeks": 156,
    "stage": 1,
    "stage_name": "Basing",
    "stage_color": "blue",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "stage_age_weeks": 6,
    "hard_stage_exit": false,
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "transition_score": 65.62,
    "is_transition_watch": true,
    "confidence": 95.557,
    "composite_score": 81.867,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_color": "teal",
    "architecture_modifier": "Emerging rotation",
    "architecture_gate": "up",
    "architecture_direction": 94.588,
    "architecture_energy": 93.695,
    "architecture_maturity": 32.0,
    "architecture_confidence": 77.829,
    "architecture_age_weeks": 6,
    "is_reacceleration_watch": false,
    "architecture": {
      "regime": "rotation_up",
      "label": "Rotation Up",
      "color": "teal",
      "modifier": "Emerging rotation",
      "gate": "up",
      "direction": 94.588,
      "energy": 93.695,
      "maturity": 32.0,
      "confidence": 77.829,
      "confirmation": 99.056,
      "age_weeks": 6,
      "candidate": "upward_expansion",
      "candidate_weeks": 1,
      "hard_reversal": false,
      "reacceleration_watch": false,
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "The fast Activity Lines are gaining on the slow pair and price acceptance is improving. This is earlier than a full trend confirmation: renewed bullish ordering and fan expansion are still required."
      },
      "scores": {
        "balance": 10.76,
        "rotation_up": 88.17,
        "upward_expansion": 98.96,
        "deceleration": 39.17,
        "rotation_down": 8.5,
        "downward_expansion": 20.96
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      "activity_lines": {
        "5": 11.931333,
        "10": 11.078182,
        "20": 9.972429,
        "30": 9.562925
      },
      "activity_slopes": {
        "5": 1.736152,
        "10": 1.452833,
        "20": 0.995987,
        "30": 0.503968
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      "bullish_order": 1.0,
      "bearish_order": 0.0,
      "fan_width_atr": 2.085855,
      "fan_width_change_4": 0.864606,
      "fan_width_percentile": 0.807692,
      "fast_slow_gap_atr": 1.529846,
      "fast_slow_gap_change_4": 0.844515,
      "price_acceptance": 1.0,
      "current_fan_distance_atr": 1.628119,
      "accepted_above": 1.0,
      "accepted_below": 0.0,
      "crossing_density": 0.25
    },
    "interpretation": {
      "headline": "Price is repairing upward toward current Fair Value.",
      "body": "The market remains below the long-term Fair Value anchor, so the recovery stays in Stage 1. A narrowing gap, improving relative strength, range compression and eventual resistance absorption determine whether it can graduate to Stage 2.",
      "phase": "Stage 1C \u00b7 Breakout watch",
      "transition": "Stage 1 \u2192 2 watch",
      "transition_context": "The evidence score for the next canonical transition is 66/100."
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    "latest_close": 13.78,
    "sma_30": 9.520333,
    "distance_from_sma_30": 0.447428,
    "sma_30_slope": -0.032945,
    "fair_value": 17.426026,
    "distance_from_fair_value": -0.209229,
    "fair_value_gap_change_13": 0.356307,
    "is_fair_value_repair": true,
    "mansfield_rs": 17.241255,
    "mansfield_rs_change_13": 55.354725,
    "range_position_52": 0.751875,
    "returns": {
      "13": 0.731156,
      "26": 0.261905,
      "52": 0.213028
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    "relative_returns": {
      "26": 0.176584,
      "52": -0.001807
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    "stage_scores": {
      "1": 54.54,
      "2": 44.0,
      "3": 26.56,
      "4": 16.62
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    "evidence": [
      {
        "label": "Price vs 30-week average",
        "positive": true,
        "value": 0.447428,
        "read": "Above"
      },
      {
        "label": "30-week slope",
        "positive": false,
        "value": -0.032945,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.209229,
        "read": "Below anchor"
      },
      {
        "label": "13-week Fair Value gap",
        "positive": true,
        "value": 0.356307,
        "read": "Closing upward"
      },
      {
        "label": "Mansfield RS vs SPY",
        "positive": true,
        "value": 0.172413,
        "read": "Leading"
      },
      {
        "label": "13-week RS change",
        "positive": true,
        "value": 0.553547,
        "read": "Improving"
      },
      {
        "label": "26-week price momentum",
        "positive": true,
        "value": 0.261905,
        "read": "Positive"
      },
      {
        "label": "13-week volume balance",
        "positive": true,
        "value": 13.75319,
        "read": "Demand-led"
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    "volume": {
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      "ratio_20": 2.265201,
      "up_down_ratio_13": 13.75319,
      "dry_up_ratio": 1.325931,
      "accumulation_weeks": 6,
      "distribution_weeks": 0
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      "depth": 0.381702,
      "compression": 0.743712,
      "breakout_distance": 0.172766
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    "risk": {
      "atr_percent": 0.082399,
      "annualized_volatility": 0.53442,
      "drawdown_from_52_high": -0.134965,
      "advance_from_52_low": 0.896765
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      "breakout_reference": 11.75,
      "trend_reference": 9.520333,
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      "support_reference": 7.265,
      "range_low": 7.265,
      "invalidation": "A renewed decline below the 26-week range low, widening the discount to current Fair Value while the 30-week average falls, weakens the base diagnosis."
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      {
        "week": "2026-07-17",
        "open": 10.33,
        "high": 11.47,
        "low": 10.31,
        "close": 11.07,
        "volume": 54203582,
        "sma_30": 9.442667,
        "fair_value_history": 17.533462,
        "mansfield_rs": -6.155689,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 52.490472,
        "architecture_energy": 68.638855,
        "activity_5": 10.534,
        "activity_10": 10.018545,
        "activity_20": 9.248571,
        "activity_30": 9.154258
      },
      {
        "week": "2026-07-24",
        "open": 10.98,
        "high": 11.75,
        "low": 10.19,
        "close": 11.44,
        "volume": 55505371,
        "sma_30": 9.443,
        "fair_value_history": 17.470385,
        "mansfield_rs": -1.604004,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 52.939988,
        "architecture_energy": 71.466397,
        "activity_5": 10.904667,
        "activity_10": 10.370364,
        "activity_20": 9.506857,
        "activity_30": 9.283118
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      {
        "week": "2026-07-31",
        "open": 11.46,
        "high": 14.62,
        "low": 11.36,
        "close": 13.78,
        "volume": 109524010,
        "sma_30": 9.520333,
        "fair_value_history": 17.426026,
        "mansfield_rs": 17.241255,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "up",
        "architecture_direction": 94.58761,
        "architecture_energy": 93.695446,
        "activity_5": 11.931333,
        "activity_10": 11.078182,
        "activity_20": 9.972429,
        "activity_30": 9.562925
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    ],
    "method": {
      "price_basis": "completed weekly OHLCV",
      "trend": "30-week simple moving average; slope compares the current value with ten completed weeks earlier",
      "fair_value": "current horizontal Fair Value is the arithmetic mean of up to 156 completed weekly closes; Stage 1 repair measures whether price is below and rising toward that anchor",
      "relative_strength": "Mansfield-style relative performance line: ticker/SPY divided by its trailing 52-week mean, minus one",
      "classification": "Trend Architecture uses the Activity Line position as a direction gate, then classifies ordering, four-week slopes, ATR-normalized fan width, fast/slow rotation and six-week price acceptance. Ordinary regime changes require two completed observations; a fully aligned reversal beyond the fan can change immediately.",
      "architecture_boundary": "The green/red/orange Trend gate is derived from the same Activity Lines and is therefore not counted as an independent vote. Relative strength and volume alter confirmation, while point-in-time Fair Value supplies context rather than determining the regime.",
      "admissibility": "Stage 2 cannot persist when price is more than 5% below the 30-week average or 8% below current Fair Value, the ten-week average slope is below -2%, Mansfield RS is below -8, or the 26-week return is below -15%. Stage 4 requires price no more than 5% above the average, RS no higher than +8, and at least one deterioration test: slope at or below +1.5%, 13-week return at or below -10%, or 26-week return at or below -12%. These are exit boundaries, not entry signals.",
      "confidence": "separation between the leading and runner-up stage evidence scores; not forecast probability"
    },
    "historical_outcomes": [
      {
        "weeks": 4,
        "sample_count": 15,
        "median_return": -0.007614,
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        "median_excess_return": -0.009564,
        "stage_survival": 0.666667,
        "best_return": 0.11284,
        "worst_return": -0.172848,
        "sufficient": true
      },
      {
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        "weeks": 26,
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        "positive_rate": 0.4,
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    "stage_ledger": [
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        "stage": 4,
        "name": "Declining",
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        "end": "2023-07-07",
        "weeks": 17,
        "return": -0.000964
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        "return": 0.004306
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      {
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        "weeks": 24,
        "return": 0.191134
      },
      {
        "stage": 3,
        "name": "Distribution",
        "start": "2024-05-24",
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        "weeks": 4,
        "return": -0.101906
      },
      {
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        "name": "Declining",
        "start": "2024-06-21",
        "end": "2024-07-19",
        "weeks": 5,
        "return": -0.057414
      },
      {
        "stage": 2,
        "name": "Advancing",
        "start": "2024-07-26",
        "end": "2024-10-11",
        "weeks": 12,
        "return": -0.033203
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2024-10-18",
        "end": "2024-10-25",
        "weeks": 2,
        "return": -0.093004
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2024-11-01",
        "end": "2025-09-26",
        "weeks": 48,
        "return": -0.469296
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      {
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        "stage": 4,
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        "return": -0.170563
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2026-06-26",
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        "weeks": 6,
        "return": 0.340467,
        "active": true
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    ],
    "architecture_outcomes": [
      {
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        "median_return": -0.002892,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
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        "regime_survival": 0.6,
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        "worst_return": -0.154442,
        "sufficient": true
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        "median_return": -0.163102,
        "positive_rate": 0.0,
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        "sufficient": false
      },
      {
        "weeks": 26,
        "sample_count": 2,
        "median_return": -0.210064,
        "positive_rate": 0.0,
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        "sufficient": false
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      {
        "weeks": 52,
        "sample_count": 2,
        "median_return": -0.260258,
        "positive_rate": 0.0,
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    ],
    "architecture_ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-26",
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        "weeks": 8,
        "return": -0.094403,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "start": "2024-06-21",
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        "weeks": 4,
        "return": -0.059675,
        "active": false
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      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "start": "2024-07-19",
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        "weeks": 4,
        "return": 0.198082,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "weeks": 6,
        "return": 0.06722,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-09-27",
        "end": "2024-10-11",
        "weeks": 3,
        "return": -0.041812,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-18",
        "end": "2024-11-01",
        "weeks": 3,
        "return": -0.097857,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-08",
        "end": "2024-11-22",
        "weeks": 3,
        "return": -0.080124,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-29",
        "end": "2025-08-29",
        "weeks": 40,
        "return": -0.360399,
        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-05",
        "end": "2025-11-21",
        "weeks": 12,
        "return": -0.134485,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-28",
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        "weeks": 8,
        "return": 0.036658,
        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-23",
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        "weeks": 2,
        "return": -0.074576,
        "active": false
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      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-06",
        "end": "2026-06-05",
        "weeks": 18,
        "return": -0.186501,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-12",
        "end": "2026-06-19",
        "weeks": 2,
        "return": 0.020234,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-06-26",
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        "weeks": 6,
        "return": 0.340467,
        "active": true
      }
    ]
  }
}