{
  "ticker": {
    "uuid": "ebc374af-f110-4556-9f61-3e092b2c4c12",
    "symbol": "DXCM",
    "name": "DexCom Inc",
    "exchange": "NASDAQ",
    "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": 11,
    "hard_stage_exit": false,
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "transition_score": 88.41,
    "is_transition_watch": true,
    "confidence": 96.0,
    "composite_score": 79.857,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_color": "green",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 79.311,
    "architecture_energy": 65.896,
    "architecture_maturity": 30.252,
    "architecture_confidence": 84.511,
    "architecture_age_weeks": 7,
    "is_reacceleration_watch": false,
    "architecture": {
      "regime": "upward_expansion",
      "label": "Upward Expansion",
      "color": "green",
      "modifier": "Early expansion",
      "gate": "up",
      "direction": 79.311,
      "energy": 65.896,
      "maturity": 30.252,
      "confidence": 84.511,
      "confirmation": 92.38,
      "age_weeks": 7,
      "candidate": null,
      "candidate_weeks": 0,
      "hard_reversal": false,
      "reacceleration_watch": false,
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Activity Lines are positively ordered above the 30-week Trend Line, with rising slopes and price acceptance. Fan expansion measures the energy of the move; contraction inside this regime warns that it is maturing."
      },
      "scores": {
        "balance": 22.76,
        "rotation_up": 66.56,
        "upward_expansion": 83.29,
        "deceleration": 50.36,
        "rotation_down": 12.86,
        "downward_expansion": 12.29
      },
      "activity_lines": {
        "5": 76.968667,
        "10": 75.089636,
        "20": 71.751143,
        "30": 70.32329
      },
      "activity_slopes": {
        "5": 0.813893,
        "10": 0.628208,
        "20": 0.538866,
        "30": 0.336635
      },
      "bullish_order": 1.0,
      "bearish_order": 0.0,
      "fan_width_atr": 1.057611,
      "fan_width_change_4": 0.350208,
      "fan_width_percentile": 0.605769,
      "fast_slow_gap_atr": 0.794466,
      "fast_slow_gap_change_4": 0.2833,
      "price_acceptance": 0.5,
      "current_fan_distance_atr": 1.031504,
      "accepted_above": 0.5,
      "accepted_below": 0.0,
      "crossing_density": 0.125
    },
    "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 88/100."
    },
    "latest_close": 83.45,
    "sma_30": 69.359667,
    "distance_from_sma_30": 0.203149,
    "sma_30_slope": 0.058409,
    "fair_value": 86.546891,
    "distance_from_fair_value": -0.035783,
    "fair_value_gap_change_13": 0.290138,
    "is_fair_value_repair": true,
    "mansfield_rs": 11.069672,
    "mansfield_rs_change_13": 34.559483,
    "range_position_52": 0.959137,
    "returns": {
      "13": 0.360228,
      "26": 0.142525,
      "52": 0.052598
    },
    "relative_returns": {
      "26": 0.057204,
      "52": -0.162236
    },
    "stage_scores": {
      "1": 35.46,
      "2": 100.0,
      "3": 37.48,
      "4": 0.0
    },
    "evidence": [
      {
        "label": "Price vs 30-week average",
        "positive": true,
        "value": 0.203149,
        "read": "Above"
      },
      {
        "label": "30-week slope",
        "positive": true,
        "value": 0.058409,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.035783,
        "read": "Below anchor"
      },
      {
        "label": "13-week Fair Value gap",
        "positive": true,
        "value": 0.290138,
        "read": "Closing upward"
      },
      {
        "label": "Mansfield RS vs SPY",
        "positive": true,
        "value": 0.110697,
        "read": "Leading"
      },
      {
        "label": "13-week RS change",
        "positive": true,
        "value": 0.345595,
        "read": "Improving"
      },
      {
        "label": "26-week price momentum",
        "positive": true,
        "value": 0.142525,
        "read": "Positive"
      },
      {
        "label": "13-week volume balance",
        "positive": true,
        "value": 2.035029,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 33029839,
      "ratio_20": 1.308886,
      "up_down_ratio_13": 2.035029,
      "dry_up_ratio": 0.962346,
      "accumulation_weeks": 5,
      "distribution_weeks": 2
    },
    "base": {
      "high_26": 79.154,
      "low_26": 56.72,
      "depth": 0.283422,
      "compression": 0.621873,
      "breakout_distance": 0.054274
    },
    "risk": {
      "atr_percent": 0.075295,
      "annualized_volatility": 0.406563,
      "drawdown_from_52_high": -0.014758,
      "advance_from_52_low": 0.542229
    },
    "levels": {
      "breakout_reference": 79.154,
      "trend_reference": 69.359667,
      "fair_value_reference": 86.546891,
      "support_reference": 56.72,
      "range_low": 56.72,
      "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."
    },
    "chart_path": [
      {
        "week": "2023-08-11",
        "open": 121.0,
        "high": 122.1,
        "low": 107.07,
        "close": 111.69,
        "volume": 21804965,
        "sma_30": 119.329333,
        "fair_value_history": 107.903429,
        "mansfield_rs": -10.009405,
        "stage": 3,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Established expansion",
        "architecture_gate": "up",
        "architecture_direction": 2.787131,
        "architecture_energy": 10.82519,
        "activity_5": 122.362,
        "activity_10": 125.625636,
        "activity_20": 124.578857,
        "activity_30": 122.48843
      },
      {
        "week": "2023-08-18",
        "open": 111.82,
        "high": 117.25,
        "low": 105.75,
        "close": 106.05,
        "volume": 16246228,
        "sma_30": 119.269,
        "fair_value_history": 107.899103,
        "mansfield_rs": -12.990921,
        "stage": 3,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Established expansion",
        "architecture_gate": "mixed",
        "architecture_direction": -35.070699,
        "architecture_energy": 35.119969,
        "activity_5": 115.557333,
        "activity_10": 121.839636,
        "activity_20": 122.986381,
        "activity_30": 121.631699
      },
      {
        "week": "2023-08-25",
        "open": 106.0,
        "high": 107.68,
        "low": 99.015,
        "close": 100.76,
        "volume": 19524512,
        "sma_30": 119.070333,
        "fair_value_history": 107.873606,
        "mansfield_rs": -18.079725,
        "stage": 3,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Established expansion",
        "architecture_gate": "mixed",
        "architecture_direction": -42.995028,
        "architecture_energy": 51.857751,
        "activity_5": 109.074,
        "activity_10": 117.424364,
        "activity_20": 120.938333,
        "activity_30": 120.43757
      },
      {
        "week": "2023-09-01",
        "open": 102.07,
        "high": 106.95,
        "low": 98.02,
        "close": 101.895,
        "volume": 23886953,
        "sma_30": 118.8525,
        "fair_value_history": 107.888574,
        "mansfield_rs": -19.291086,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -44.895429,
        "architecture_energy": 70.481182,
        "activity_5": 104.958333,
        "activity_10": 113.748909,
        "activity_20": 119.054143,
        "activity_30": 119.329484
      },
      {
        "week": "2023-09-08",
        "open": 101.94,
        "high": 108.28,
        "low": 99.93,
        "close": 104.35,
        "volume": 18689577,
        "sma_30": 118.401167,
        "fair_value_history": 107.942965,
        "mansfield_rs": -16.306132,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Structural failure",
        "architecture_gate": "down",
        "architecture_direction": -65.770124,
        "architecture_energy": 78.404562,
        "activity_5": 103.693333,
        "activity_10": 110.971727,
        "activity_20": 117.4695,
        "activity_30": 118.393839
      },
      {
        "week": "2023-09-15",
        "open": 104.35,
        "high": 108.09,
        "low": 95.855,
        "close": 96.35,
        "volume": 26434191,
        "sma_30": 117.7875,
        "fair_value_history": 107.936699,
        "mansfield_rs": -22.51764,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -76.592044,
        "architecture_energy": 82.153287,
        "activity_5": 100.827,
        "activity_10": 107.179273,
        "activity_20": 115.215238,
        "activity_30": 116.971183
      },
      {
        "week": "2023-09-22",
        "open": 95.69,
        "high": 96.64,
        "low": 87.14,
        "close": 87.5,
        "volume": 19796949,
        "sma_30": 117.0345,
        "fair_value_history": 107.852788,
        "mansfield_rs": -27.420923,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -84.229351,
        "architecture_energy": 85.59403,
        "activity_5": 96.033333,
        "activity_10": 102.329727,
        "activity_20": 112.237119,
        "activity_30": 115.017151
      },
      {
        "week": "2023-09-29",
        "open": 87.13,
        "high": 97.58,
        "low": 85.31,
        "close": 93.3,
        "volume": 27818271,
        "sma_30": 116.047167,
        "fair_value_history": 107.834647,
        "mansfield_rs": -22.019794,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -68.620962,
        "architecture_energy": 74.931629,
        "activity_5": 94.409667,
        "activity_10": 99.440545,
        "activity_20": 109.970048,
        "activity_30": 113.485892
      },
      {
        "week": "2023-10-06",
        "open": 92.86,
        "high": 96.18,
        "low": 80.8,
        "close": 83.22,
        "volume": 27846262,
        "sma_30": 115.228833,
        "fair_value_history": 107.749519,
        "mansfield_rs": -30.336562,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -80.05042,
        "architecture_energy": 80.904406,
        "activity_5": 89.923333,
        "activity_10": 95.396818,
        "activity_20": 106.878214,
        "activity_30": 111.368011
      },
      {
        "week": "2023-10-13",
        "open": 82.49,
        "high": 86.4,
        "low": 74.75,
        "close": 76.19,
        "volume": 31602357,
        "sma_30": 113.970833,
        "fair_value_history": 107.588878,
        "mansfield_rs": -36.068393,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -83.001749,
        "architecture_energy": 87.509551,
        "activity_5": 84.338667,
        "activity_10": 90.968727,
        "activity_20": 103.278333,
        "activity_30": 108.849376
      },
      {
        "week": "2023-10-20",
        "open": 77.58,
        "high": 87.48,
        "low": 76.17,
        "close": 85.97,
        "volume": 29751253,
        "sma_30": 113.0335,
        "fair_value_history": 107.481314,
        "mansfield_rs": -25.808966,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -66.178831,
        "architecture_energy": 68.612851,
        "activity_5": 83.891333,
        "activity_10": 89.121364,
        "activity_20": 100.794929,
        "activity_30": 107.042871
      },
      {
        "week": "2023-10-27",
        "open": 85.75,
        "high": 92.988,
        "low": 80.925,
        "close": 89.29,
        "volume": 34192427,
        "sma_30": 112.137167,
        "fair_value_history": 107.541538,
        "mansfield_rs": -20.425494,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -63.993032,
        "architecture_energy": 58.008729,
        "activity_5": 85.242667,
        "activity_10": 88.345273,
        "activity_20": 98.802,
        "activity_30": 105.511032
      },
      {
        "week": "2023-11-03",
        "open": 90.16,
        "high": 99.01,
        "low": 84.71,
        "close": 97.46,
        "volume": 27965143,
        "sma_30": 111.636833,
        "fair_value_history": 107.587244,
        "mansfield_rs": -17.442789,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -58.803607,
        "architecture_energy": 46.191669,
        "activity_5": 89.198,
        "activity_10": 89.359364,
        "activity_20": 97.754071,
        "activity_30": 104.564118
      },
      {
        "week": "2023-11-10",
        "open": 97.78,
        "high": 98.91,
        "low": 91.485,
        "close": 94.05,
        "volume": 20774166,
        "sma_30": 110.915167,
        "fair_value_history": 107.651026,
        "mansfield_rs": -20.941845,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -42.920996,
        "architecture_energy": 30.376117,
        "activity_5": 91.739333,
        "activity_10": 89.813455,
        "activity_20": 96.53681,
        "activity_30": 103.429484
      },
      {
        "week": "2023-11-17",
        "open": 96.8,
        "high": 106.74,
        "low": 94.5501,
        "close": 104.97,
        "volume": 26407915,
        "sma_30": 110.289833,
        "fair_value_history": 107.817708,
        "mansfield_rs": -13.392071,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -27.448522,
        "architecture_energy": 24.024532,
        "activity_5": 97.198667,
        "activity_10": 92.395636,
        "activity_20": 96.515262,
        "activity_30": 103.045925
      },
      {
        "week": "2023-11-24",
        "open": 104.39,
        "high": 113.81,
        "low": 104.06,
        "close": 112.95,
        "volume": 11740910,
        "sma_30": 110.010167,
        "fair_value_history": 108.031795,
        "mansfield_rs": -7.50135,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": 0.007218,
        "architecture_energy": 19.553822,
        "activity_5": 103.399333,
        "activity_10": 96.417455,
        "activity_20": 97.36581,
        "activity_30": 103.217548
      },
      {
        "week": "2023-12-01",
        "open": 112.07,
        "high": 117.5,
        "low": 111.29,
        "close": 116.62,
        "volume": 20527029,
        "sma_30": 109.870167,
        "fair_value_history": 108.221619,
        "mansfield_rs": -5.008058,
        "stage": 1,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": 16.074341,
        "architecture_energy": 31.947412,
        "activity_5": 109.024667,
        "activity_10": 100.804727,
        "activity_20": 98.631405,
        "activity_30": 103.643989
      },
      {
        "week": "2023-12-08",
        "open": 116.25,
        "high": 119.48,
        "low": 115.64,
        "close": 116.97,
        "volume": 12935896,
        "sma_30": 109.7125,
        "fair_value_history": 108.414199,
        "mansfield_rs": -4.630677,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Structural repair",
        "architecture_gate": "mixed",
        "architecture_direction": 34.052033,
        "architecture_energy": 43.619893,
        "activity_5": 112.944667,
        "activity_10": 104.726182,
        "activity_20": 100.028905,
        "activity_30": 104.102043
      },
      {
        "week": "2023-12-15",
        "open": 117.66,
        "high": 126.37,
        "low": 115.38,
        "close": 122.59,
        "volume": 17901736,
        "sma_30": 109.8945,
        "fair_value_history": 108.625401,
        "mansfield_rs": -2.090554,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 40.46648,
        "architecture_energy": 65.18055,
        "activity_5": 117.437333,
        "activity_10": 109.239091,
        "activity_20": 102.026548,
        "activity_30": 104.932849
      },
      {
        "week": "2023-12-22",
        "open": 121.85,
        "high": 124.58,
        "low": 115.64,
        "close": 122.17,
        "volume": 14889080,
        "sma_30": 110.131833,
        "fair_value_history": 108.839599,
        "mansfield_rs": -3.053474,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 36.128367,
        "architecture_energy": 66.800132,
        "activity_5": 119.887333,
        "activity_10": 112.959818,
        "activity_20": 104.03081,
        "activity_30": 105.724817
      },
      {
        "week": "2023-12-29",
        "open": 123.3,
        "high": 125.72,
        "low": 121.88,
        "close": 124.09,
        "volume": 5839408,
        "sma_30": 110.1825,
        "fair_value_history": 109.042548,
        "mansfield_rs": -1.592338,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 36.845317,
        "architecture_energy": 66.0937,
        "activity_5": 121.830667,
        "activity_10": 116.193636,
        "activity_20": 106.209167,
        "activity_30": 106.625344
      },
      {
        "week": "2024-01-05",
        "open": 123.15,
        "high": 126.225,
        "low": 119.645,
        "close": 123.98,
        "volume": 8018644,
        "sma_30": 110.1705,
        "fair_value_history": 109.215353,
        "mansfield_rs": 0.149481,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 43.082644,
        "architecture_energy": 66.942002,
        "activity_5": 122.994667,
        "activity_10": 118.714364,
        "activity_20": 108.318,
        "activity_30": 107.515505
      },
      {
        "week": "2024-01-12",
        "open": 125.71,
        "high": 132.03,
        "low": 123.67,
        "close": 125.0,
        "volume": 14944987,
        "sma_30": 110.0005,
        "fair_value_history": 109.449006,
        "mansfield_rs": -0.78025,
        "stage": 2,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 42.569608,
        "architecture_energy": 61.237676,
        "activity_5": 124.008,
        "activity_10": 120.789818,
        "activity_20": 110.438595,
        "activity_30": 108.472247
      },
      {
        "week": "2024-01-19",
        "open": 123.59,
        "high": 128.0,
        "low": 121.29,
        "close": 127.29,
        "volume": 11436898,
        "sma_30": 110.0185,
        "fair_value_history": 109.671827,
        "mansfield_rs": -0.073901,
        "stage": 2,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "mixed",
        "architecture_direction": 45.530309,
        "architecture_energy": 63.735113,
        "activity_5": 125.249333,
        "activity_10": 122.780909,
        "activity_20": 112.661857,
        "activity_30": 109.587699
      },
      {
        "week": "2024-01-26",
        "open": 129.2,
        "high": 130.31,
        "low": 119.71,
        "close": 121.96,
        "volume": 12366763,
        "sma_30": 109.800167,
        "fair_value_history": 109.852901,
        "mansfield_rs": -5.119733,
        "stage": 2,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Value reclamation",
        "architecture_gate": "up",
        "architecture_direction": 63.812572,
        "architecture_energy": 57.078273,
        "activity_5": 124.400667,
        "activity_10": 123.198545,
        "activity_20": 114.256571,
        "activity_30": 110.358118
      },
      {
        "week": "2024-02-02",
        "open": 121.88,
        "high": 124.26,
        "low": 119.55,
        "close": 120.96,
        "volume": 12786842,
        "sma_30": 109.6085,
        "fair_value_history": 109.969583,
        "mansfield_rs": -7.067663,
        "stage": 2,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 61.091295,
        "architecture_energy": 49.576585,
        "activity_5": 123.232667,
        "activity_10": 123.125455,
        "activity_20": 115.67219,
        "activity_30": 111.078108
      },
      {
        "week": "2024-02-09",
        "open": 120.71,
        "high": 127.37,
        "low": 119.6,
        "close": 120.47,
        "volume": 16887498,
        "sma_30": 109.046833,
        "fair_value_history": 110.080673,
        "mansfield_rs": -8.354487,
        "stage": 3,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 47.922029,
        "architecture_energy": 39.170575,
        "activity_5": 122.11,
        "activity_10": 122.817636,
        "activity_20": 116.923952,
        "activity_30": 111.778849
      },
      {
        "week": "2024-02-16",
        "open": 119.53,
        "high": 120.5,
        "low": 114.96,
        "close": 117.05,
        "volume": 18815923,
        "sma_30": 108.595167,
        "fair_value_history": 110.159615,
        "mansfield_rs": -10.314491,
        "stage": 3,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 41.707838,
        "architecture_energy": 28.327971,
        "activity_5": 120.081333,
        "activity_10": 121.818,
        "activity_20": 117.693,
        "activity_30": 112.295183
      },
      {
        "week": "2024-02-23",
        "open": 116.73,
        "high": 119.095,
        "low": 115.3,
        "close": 116.26,
        "volume": 15383846,
        "sma_30": 108.057833,
        "fair_value_history": 110.267404,
        "mansfield_rs": -12.039144,
        "stage": 3,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "up",
        "architecture_direction": 36.293669,
        "architecture_energy": 25.789584,
        "activity_5": 118.319333,
        "activity_10": 120.673273,
        "activity_20": 118.273714,
        "activity_30": 112.789688
      },
      {
        "week": "2024-03-01",
        "open": 116.35,
        "high": 122.23,
        "low": 113.05,
        "close": 121.74,
        "volume": 15934184,
        "sma_30": 108.104833,
        "fair_value_history": 110.464311,
        "mansfield_rs": -8.307345,
        "stage": 3,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "up",
        "architecture_direction": 40.051828,
        "architecture_energy": 23.592946,
        "activity_5": 119.119333,
        "activity_10": 120.64,
        "activity_20": 119.219,
        "activity_30": 113.672409
      },
      {
        "week": "2024-03-08",
        "open": 121.76,
        "high": 137.93,
        "low": 120.5101,
        "close": 135.25,
        "volume": 25315010,
        "sma_30": 108.890167,
        "fair_value_history": 110.758013,
        "mansfield_rs": 2.239189,
        "stage": 3,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "up",
        "architecture_direction": 77.601847,
        "architecture_energy": 47.068988,
        "activity_5": 124.437333,
        "activity_10": 123.070909,
        "activity_20": 121.234048,
        "activity_30": 115.42371
      },
      {
        "week": "2024-03-15",
        "open": 134.65,
        "high": 137.4599,
        "low": 128.62,
        "close": 130.46,
        "volume": 15699542,
        "sma_30": 109.703833,
        "fair_value_history": 111.042003,
        "mansfield_rs": -1.027541,
        "stage": 3,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Re-accelerating",
        "architecture_gate": "up",
        "architecture_direction": 68.521148,
        "architecture_energy": 52.067659,
        "activity_5": 127.206,
        "activity_10": 124.428,
        "activity_20": 122.558238,
        "activity_30": 116.815312
      },
      {
        "week": "2024-03-22",
        "open": 131.682,
        "high": 136.4494,
        "low": 131.31,
        "close": 133.18,
        "volume": 10462958,
        "sma_30": 110.7845,
        "fair_value_history": 111.330449,
        "mansfield_rs": -0.897542,
        "stage": 2,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Re-accelerating",
        "architecture_gate": "up",
        "architecture_direction": 72.395582,
        "architecture_energy": 74.060001,
        "activity_5": 130.215333,
        "activity_10": 126.161818,
        "activity_20": 123.945429,
        "activity_30": 118.329903
      },
      {
        "week": "2024-03-29",
        "open": 133.39,
        "high": 142.0,
        "low": 133.39,
        "close": 138.7,
        "volume": 11565352,
        "sma_30": 112.011333,
        "fair_value_history": 111.633814,
        "mansfield_rs": 3.017871,
        "stage": 2,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Re-accelerating",
        "architecture_gate": "up",
        "architecture_direction": 79.307097,
        "architecture_energy": 84.083362,
        "activity_5": 133.989333,
        "activity_10": 128.750545,
        "activity_20": 125.688238,
        "activity_30": 120.130903
      },
      {
        "week": "2024-04-05",
        "open": 138.79,
        "high": 139.96,
        "low": 131.74,
        "close": 138.93,
        "volume": 10951670,
        "sma_30": 113.164,
        "fair_value_history": 111.910785,
        "mansfield_rs": 4.196964,
        "stage": 2,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Re-accelerating",
        "architecture_gate": "up",
        "architecture_direction": 74.600202,
        "architecture_energy": 81.354386,
        "activity_5": 136.344,
        "activity_10": 131.173636,
        "activity_20": 127.240333,
        "activity_30": 121.867591
      },
      {
        "week": "2024-04-12",
        "open": 139.53,
        "high": 141.99,
        "low": 134.28,
        "close": 136.14,
        "volume": 11386819,
        "sma_30": 114.490333,
        "fair_value_history": 112.142388,
        "mansfield_rs": 3.75994,
        "stage": 2,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Re-accelerating",
        "architecture_gate": "up",
        "architecture_direction": 65.081225,
        "architecture_energy": 70.383342,
        "activity_5": 136.622667,
        "activity_10": 132.780909,
        "activity_20": 128.365,
        "activity_30": 123.349914
      },
      {
        "week": "2024-04-19",
        "open": 137.81,
        "high": 138.015,
        "low": 129.17,
        "close": 130.71,
        "volume": 13788565,
        "sma_30": 115.930667,
        "fair_value_history": 112.315208,
        "mansfield_rs": 3.091244,
        "stage": 2,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Re-accelerating",
        "architecture_gate": "up",
        "architecture_direction": 61.371647,
        "architecture_energy": 50.594769,
        "activity_5": 135.032,
        "activity_10": 133.124909,
        "activity_20": 128.862095,
        "activity_30": 124.396344
      },
      {
        "week": "2024-04-26",
        "open": 131.26,
        "high": 139.24,
        "low": 124.08,
        "close": 124.34,
        "volume": 20144840,
        "sma_30": 116.965333,
        "fair_value_history": 112.49351,
        "mansfield_rs": -4.090567,
        "stage": 2,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Re-accelerating",
        "architecture_gate": "up",
        "architecture_direction": 40.476497,
        "architecture_energy": 29.214439,
        "activity_5": 131.301333,
        "activity_10": 132.124545,
        "activity_20": 128.685429,
        "activity_30": 124.938882
      },
      {
        "week": "2024-05-03",
        "open": 125.15,
        "high": 129.22,
        "low": 123.075,
        "close": 128.37,
        "volume": 13902954,
        "sma_30": 118.470333,
        "fair_value_history": 112.74149,
        "mansfield_rs": -1.226282,
        "stage": 2,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "up",
        "architecture_direction": 34.557608,
        "architecture_energy": 19.17293,
        "activity_5": 129.503333,
        "activity_10": 131.724364,
        "activity_20": 128.857476,
        "activity_30": 125.674667
      },
      {
        "week": "2024-05-10",
        "open": 128.52,
        "high": 130.48,
        "low": 126.72,
        "close": 127.05,
        "volume": 7774491,
        "sma_30": 120.165667,
        "fair_value_history": 113.021859,
        "mansfield_rs": -3.625693,
        "stage": 2,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "up",
        "architecture_direction": 27.871149,
        "architecture_energy": 21.28624,
        "activity_5": 127.954,
        "activity_10": 130.864,
        "activity_20": 128.876286,
        "activity_30": 126.228194
      },
      {
        "week": "2024-05-17",
        "open": 128.225,
        "high": 132.26,
        "low": 124.25,
        "close": 131.36,
        "volume": 11453884,
        "sma_30": 121.678667,
        "fair_value_history": 113.315689,
        "mansfield_rs": -1.709621,
        "stage": 2,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "up",
        "architecture_direction": 29.716041,
        "architecture_energy": 19.589941,
        "activity_5": 128.633333,
        "activity_10": 130.690727,
        "activity_20": 129.282333,
        "activity_30": 126.950409
      },
      {
        "week": "2024-05-24",
        "open": 131.69,
        "high": 132.09,
        "low": 124.54,
        "close": 127.37,
        "volume": 10229677,
        "sma_30": 122.948,
        "fair_value_history": 113.540192,
        "mansfield_rs": -4.421517,
        "stage": 2,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "up",
        "architecture_direction": 27.677173,
        "architecture_energy": 14.298788,
        "activity_5": 128.301333,
        "activity_10": 129.862727,
        "activity_20": 129.273762,
        "activity_30": 127.317591
      },
      {
        "week": "2024-05-31",
        "open": 126.7,
        "high": 128.63,
        "low": 116.26,
        "close": 118.77,
        "volume": 15023228,
        "sma_30": 123.658333,
        "fair_value_history": 113.687901,
        "mansfield_rs": -10.075856,
        "stage": 3,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Recompressing",
        "architecture_gate": "up",
        "architecture_direction": -5.025096,
        "architecture_energy": 11.062349,
        "activity_5": 125.325333,
        "activity_10": 127.527273,
        "activity_20": 128.43,
        "activity_30": 127.048043
      },
      {
        "week": "2024-06-07",
        "open": 118.16,
        "high": 120.48,
        "low": 114.2,
        "close": 115.79,
        "volume": 17356042,
        "sma_30": 124.383,
        "fair_value_history": 113.788814,
        "mansfield_rs": -12.909853,
        "stage": 3,
        "architecture_regime": "deceleration",
        "architecture_modifier": "Momentum cooling",
        "architecture_gate": "mixed",
        "architecture_direction": -30.324385,
        "architecture_energy": 33.880689,
        "activity_5": 121.727333,
        "activity_10": 124.912,
        "activity_20": 127.332095,
        "activity_30": 126.540409
      },
      {
        "week": "2024-06-14",
        "open": 115.05,
        "high": 118.8,
        "low": 113.23,
        "close": 115.95,
        "volume": 10785772,
        "sma_30": 124.749,
        "fair_value_history": 113.861747,
        "mansfield_rs": -13.627413,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -29.970011,
        "architecture_energy": 51.453418,
        "activity_5": 119.021333,
        "activity_10": 122.742364,
        "activity_20": 126.30419,
        "activity_30": 125.996344
      },
      {
        "week": "2024-06-21",
        "open": 115.18,
        "high": 117.91,
        "low": 114.22,
        "close": 116.64,
        "volume": 14581245,
        "sma_30": 124.872,
        "fair_value_history": 113.91976,
        "mansfield_rs": -13.11289,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -35.240006,
        "architecture_energy": 59.659589,
        "activity_5": 117.285333,
        "activity_10": 121.116,
        "activity_20": 125.370619,
        "activity_30": 125.473183
      },
      {
        "week": "2024-06-28",
        "open": 116.41,
        "high": 116.6,
        "low": 108.71,
        "close": 113.38,
        "volume": 19231305,
        "sma_30": 124.764,
        "fair_value_history": 113.954904,
        "mansfield_rs": -14.927955,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Structural failure",
        "architecture_gate": "down",
        "architecture_direction": -70.023555,
        "architecture_energy": 73.437617,
        "activity_5": 115.444,
        "activity_10": 119.251455,
        "activity_20": 124.147143,
        "activity_30": 124.731763
      },
      {
        "week": "2024-07-05",
        "open": 113.0,
        "high": 115.295,
        "low": 109.81,
        "close": 113.69,
        "volume": 7062499,
        "sma_30": 124.654667,
        "fair_value_history": 113.977388,
        "mansfield_rs": -15.71544,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -67.548993,
        "architecture_energy": 69.385987,
        "activity_5": 114.638667,
        "activity_10": 117.758364,
        "activity_20": 122.986952,
        "activity_30": 124.017312
      },
      {
        "week": "2024-07-12",
        "open": 113.5,
        "high": 115.34,
        "low": 109.42,
        "close": 114.06,
        "volume": 9404202,
        "sma_30": 124.370333,
        "fair_value_history": 113.989487,
        "mansfield_rs": -15.539313,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -64.491051,
        "architecture_energy": 61.501355,
        "activity_5": 114.295333,
        "activity_10": 116.526182,
        "activity_20": 121.878,
        "activity_30": 123.333785
      },
      {
        "week": "2024-07-19",
        "open": 113.54,
        "high": 117.19,
        "low": 110.04,
        "close": 111.66,
        "volume": 12129195,
        "sma_30": 124.02,
        "fair_value_history": 113.966923,
        "mansfield_rs": -15.05356,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -69.335349,
        "architecture_energy": 60.972451,
        "activity_5": 113.267333,
        "activity_10": 115.117818,
        "activity_20": 120.550952,
        "activity_30": 122.513763
      },
      {
        "week": "2024-07-26",
        "open": 112.76,
        "high": 113.28,
        "low": 62.34,
        "close": 64.0,
        "volume": 73046201,
        "sma_30": 122.017,
        "fair_value_history": 113.551042,
        "mansfield_rs": -50.199519,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -98.160659,
        "architecture_energy": 96.380784,
        "activity_5": 96.638667,
        "activity_10": 105.323818,
        "activity_20": 114.732857,
        "activity_30": 118.641505
      },
      {
        "week": "2024-08-02",
        "open": 65.03,
        "high": 72.61,
        "low": 64.1701,
        "close": 72.3,
        "volume": 63863659,
        "sma_30": 120.294333,
        "fair_value_history": 113.186554,
        "mansfield_rs": -41.871924,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -93.921243,
        "architecture_energy": 97.123162,
        "activity_5": 86.286,
        "activity_10": 98.263636,
        "activity_20": 110.044524,
        "activity_30": 115.433957
      },
      {
        "week": "2024-08-09",
        "open": 69.16,
        "high": 77.32,
        "low": 68.81,
        "close": 69.76,
        "volume": 39256714,
        "sma_30": 118.453,
        "fair_value_history": 112.846218,
        "mansfield_rs": -43.348158,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -86.610391,
        "architecture_energy": 95.043298,
        "activity_5": 77.825333,
        "activity_10": 91.742909,
        "activity_20": 105.391238,
        "activity_30": 112.173677
      },
      {
        "week": "2024-08-16",
        "open": 69.76,
        "high": 74.73,
        "low": 69.01,
        "close": 74.65,
        "volume": 21710086,
        "sma_30": 116.698333,
        "fair_value_history": 112.493029,
        "mansfield_rs": -41.161638,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -68.557755,
        "architecture_energy": 88.86428,
        "activity_5": 73.923333,
        "activity_10": 87.002364,
        "activity_20": 101.505667,
        "activity_30": 109.347677
      },
      {
        "week": "2024-08-23",
        "open": 74.78,
        "high": 77.77,
        "low": 72.08,
        "close": 74.07,
        "volume": 22431430,
        "sma_30": 115.102,
        "fair_value_history": 112.133365,
        "mansfield_rs": -41.940849,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -67.042057,
        "architecture_energy": 87.695489,
        "activity_5": 72.455333,
        "activity_10": 82.904364,
        "activity_20": 97.869857,
        "activity_30": 106.597462
      },
      {
        "week": "2024-08-30",
        "open": 73.66,
        "high": 75.0,
        "low": 68.99,
        "close": 69.34,
        "volume": 18609283,
        "sma_30": 113.381333,
        "fair_value_history": 111.708574,
        "mansfield_rs": -45.306629,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -73.289297,
        "architecture_energy": 83.716033,
        "activity_5": 71.916667,
        "activity_10": 78.707818,
        "activity_20": 94.092429,
        "activity_30": 103.645075
      },
      {
        "week": "2024-09-06",
        "open": 68.91,
        "high": 73.28,
        "low": 66.95,
        "close": 68.61,
        "volume": 17864751,
        "sma_30": 111.652667,
        "fair_value_history": 111.267965,
        "mansfield_rs": -43.008236,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -71.772336,
        "architecture_energy": 68.108453,
        "activity_5": 70.778667,
        "activity_10": 75.238545,
        "activity_20": 90.563571,
        "activity_30": 100.756602
      },
      {
        "week": "2024-09-13",
        "open": 68.87,
        "high": 71.56,
        "low": 66.86,
        "close": 69.51,
        "volume": 16365307,
        "sma_30": 110.068,
        "fair_value_history": 110.811074,
        "mansfield_rs": -44.021494,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -67.586223,
        "architecture_energy": 65.742525,
        "activity_5": 70.186667,
        "activity_10": 72.746909,
        "activity_20": 87.416143,
        "activity_30": 98.03772
      },
      {
        "week": "2024-09-20",
        "open": 70.42,
        "high": 72.34,
        "low": 68.59,
        "close": 70.43,
        "volume": 24573526,
        "sma_30": 108.540333,
        "fair_value_history": 110.363926,
        "mansfield_rs": -43.673928,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -63.998994,
        "architecture_energy": 63.512861,
        "activity_5": 69.918,
        "activity_10": 71.225818,
        "activity_20": 84.617429,
        "activity_30": 95.48043
      },
      {
        "week": "2024-09-27",
        "open": 70.47,
        "high": 70.92,
        "low": 66.32,
        "close": 67.29,
        "volume": 18217852,
        "sma_30": 106.725333,
        "fair_value_history": 109.91399,
        "mansfield_rs": -46.00006,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -69.134699,
        "architecture_energy": 64.64107,
        "activity_5": 68.884,
        "activity_10": 69.927091,
        "activity_20": 81.795571,
        "activity_30": 92.819118
      },
      {
        "week": "2024-10-04",
        "open": 67.77,
        "high": 68.99,
        "low": 64.76,
        "close": 68.11,
        "volume": 21609675,
        "sma_30": 104.487333,
        "fair_value_history": 109.502676,
        "mansfield_rs": -45.110895,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -66.631672,
        "architecture_energy": 62.163886,
        "activity_5": 68.575333,
        "activity_10": 69.584182,
        "activity_20": 79.336381,
        "activity_30": 90.327806
      },
      {
        "week": "2024-10-11",
        "open": 68.1,
        "high": 70.02,
        "low": 67.81,
        "close": 69.21,
        "volume": 18836716,
        "sma_30": 102.445667,
        "fair_value_history": 109.073782,
        "mansfield_rs": -44.566429,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -63.156689,
        "architecture_energy": 58.75779,
        "activity_5": 68.715333,
        "activity_10": 69.366545,
        "activity_20": 77.283143,
        "activity_30": 88.051849
      },
      {
        "week": "2024-10-18",
        "open": 69.81,
        "high": 72.4,
        "low": 67.04,
        "close": 72.38,
        "volume": 21303181,
        "sma_30": 100.419,
        "fair_value_history": 108.629792,
        "mansfield_rs": -42.094861,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -51.148355,
        "architecture_energy": 49.31276,
        "activity_5": 69.872,
        "activity_10": 69.781455,
        "activity_20": 75.808762,
        "activity_30": 86.112129
      },
      {
        "week": "2024-10-25",
        "open": 71.87,
        "high": 76.06,
        "low": 70.88,
        "close": 73.44,
        "volume": 34812023,
        "sma_30": 98.243667,
        "fair_value_history": 108.101827,
        "mansfield_rs": -40.180466,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -50.812751,
        "architecture_energy": 55.740589,
        "activity_5": 71.190667,
        "activity_10": 70.341455,
        "activity_20": 74.656238,
        "activity_30": 84.371548
      },
      {
        "week": "2024-11-01",
        "open": 73.48,
        "high": 74.6,
        "low": 69.74,
        "close": 70.35,
        "volume": 20076615,
        "sma_30": 95.957667,
        "fair_value_history": 107.534423,
        "mansfield_rs": -41.341006,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -50.971608,
        "architecture_energy": 53.73813,
        "activity_5": 71.278667,
        "activity_10": 70.361636,
        "activity_20": 73.411095,
        "activity_30": 82.571957
      },
      {
        "week": "2024-11-08",
        "open": 70.88,
        "high": 71.01,
        "low": 67.695,
        "close": 69.96,
        "volume": 19485221,
        "sma_30": 93.751667,
        "fair_value_history": 106.946731,
        "mansfield_rs": -43.802317,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -52.430778,
        "architecture_energy": 55.029191,
        "activity_5": 71.032667,
        "activity_10": 70.378545,
        "activity_20": 72.345952,
        "activity_30": 80.894688
      },
      {
        "week": "2024-11-15",
        "open": 70.07,
        "high": 78.11,
        "low": 69.23,
        "close": 75.88,
        "volume": 25568633,
        "sma_30": 91.924,
        "fair_value_history": 106.405609,
        "mansfield_rs": -37.13385,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -44.556321,
        "architecture_energy": 39.115132,
        "activity_5": 72.636667,
        "activity_10": 71.460545,
        "activity_20": 72.066905,
        "activity_30": 79.741677
      },
      {
        "week": "2024-11-22",
        "open": 75.88,
        "high": 78.16,
        "low": 72.51,
        "close": 72.83,
        "volume": 18121430,
        "sma_30": 90.207,
        "fair_value_history": 105.923814,
        "mansfield_rs": -39.92564,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -33.592479,
        "architecture_energy": 32.760556,
        "activity_5": 72.779333,
        "activity_10": 71.855818,
        "activity_20": 71.675952,
        "activity_30": 78.509806
      },
      {
        "week": "2024-11-29",
        "open": 74.2,
        "high": 79.38,
        "low": 73.27,
        "close": 77.99,
        "volume": 14235087,
        "sma_30": 88.527667,
        "fair_value_history": 105.591234,
        "mansfield_rs": -35.642646,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -21.677036,
        "architecture_energy": 18.238444,
        "activity_5": 74.612,
        "activity_10": 73.128909,
        "activity_20": 71.971,
        "activity_30": 77.721613
      },
      {
        "week": "2024-12-06",
        "open": 78.19,
        "high": 82.26,
        "low": 77.33,
        "close": 77.72,
        "volume": 16038960,
        "sma_30": 86.883333,
        "fair_value_history": 105.181587,
        "mansfield_rs": -35.621751,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -9.223459,
        "architecture_energy": 19.444591,
        "activity_5": 76.051333,
        "activity_10": 74.215455,
        "activity_20": 72.412095,
        "activity_30": 77.024344
      },
      {
        "week": "2024-12-13",
        "open": 78.09,
        "high": 81.12,
        "low": 76.82,
        "close": 77.19,
        "volume": 14337879,
        "sma_30": 85.077667,
        "fair_value_history": 104.786426,
        "mansfield_rs": -34.822071,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -5.028886,
        "architecture_energy": 17.028962,
        "activity_5": 76.822667,
        "activity_10": 75.016,
        "activity_20": 72.964333,
        "activity_30": 76.398968
      },
      {
        "week": "2024-12-20",
        "open": 76.87,
        "high": 81.51,
        "low": 74.5,
        "close": 80.04,
        "volume": 25970282,
        "sma_30": 83.5,
        "fair_value_history": 104.382821,
        "mansfield_rs": -30.293599,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": 9.923236,
        "architecture_energy": 23.773081,
        "activity_5": 78.062,
        "activity_10": 76.169636,
        "activity_20": 73.72519,
        "activity_30": 76.073957
      },
      {
        "week": "2024-12-27",
        "open": 78.9,
        "high": 80.83,
        "low": 77.7987,
        "close": 80.24,
        "volume": 6691303,
        "sma_30": 82.215667,
        "fair_value_history": 104.036683,
        "mansfield_rs": -29.670608,
        "stage": 4,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Structural repair",
        "architecture_gate": "down",
        "architecture_direction": 9.629458,
        "architecture_energy": 24.548953,
        "activity_5": 79.090667,
        "activity_10": 77.162727,
        "activity_20": 74.468238,
        "activity_30": 75.863634
      },
      {
        "week": "2025-01-03",
        "open": 79.28,
        "high": 81.2188,
        "low": 77.33,
        "close": 81.07,
        "volume": 9648012,
        "sma_30": 81.058333,
        "fair_value_history": 103.800769,
        "mansfield_rs": -27.621967,
        "stage": 4,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "down",
        "architecture_direction": 12.338856,
        "architecture_energy": 25.940061,
        "activity_5": 79.902,
        "activity_10": 78.163818,
        "activity_20": 75.240429,
        "activity_30": 75.78972
      },
      {
        "week": "2025-01-10",
        "open": 81.95,
        "high": 82.664,
        "low": 76.86,
        "close": 77.76,
        "volume": 13010737,
        "sma_30": 79.785333,
        "fair_value_history": 103.58234,
        "mansfield_rs": -28.246601,
        "stage": 4,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "down",
        "architecture_direction": 12.403714,
        "architecture_energy": 21.774742,
        "activity_5": 79.404667,
        "activity_10": 78.424364,
        "activity_20": 75.66681,
        "activity_30": 75.576925
      },
      {
        "week": "2025-01-17",
        "open": 82.0,
        "high": 86.33,
        "low": 73.62,
        "close": 84.38,
        "volume": 25541691,
        "sma_30": 78.71,
        "fair_value_history": 103.446795,
        "mansfield_rs": -23.369877,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 44.581956,
        "architecture_energy": 37.734292,
        "activity_5": 81.111333,
        "activity_10": 79.753818,
        "activity_20": 76.706095,
        "activity_30": 75.873355
      },
      {
        "week": "2025-01-24",
        "open": 86.27,
        "high": 88.87,
        "low": 85.07,
        "close": 88.75,
        "volume": 14480807,
        "sma_30": 77.889,
        "fair_value_history": 103.353221,
        "mansfield_rs": -19.880184,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 53.290395,
        "architecture_energy": 58.20848,
        "activity_5": 83.795333,
        "activity_10": 81.615636,
        "activity_20": 78.089952,
        "activity_30": 76.521097
      },
      {
        "week": "2025-01-31",
        "open": 88.58,
        "high": 89.59,
        "low": 86.04,
        "close": 86.83,
        "volume": 13753278,
        "sma_30": 76.993667,
        "fair_value_history": 103.236186,
        "mansfield_rs": -19.937472,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "up",
        "architecture_direction": 70.032934,
        "architecture_energy": 70.803731,
        "activity_5": 85.258667,
        "activity_10": 82.894364,
        "activity_20": 79.195048,
        "activity_30": 77.097935
      },
      {
        "week": "2025-02-07",
        "open": 88.0,
        "high": 89.58,
        "low": 85.002,
        "close": 88.08,
        "volume": 11669563,
        "sma_30": 76.127667,
        "fair_value_history": 103.126827,
        "mansfield_rs": -17.793483,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 70.600225,
        "architecture_energy": 77.346903,
        "activity_5": 86.699333,
        "activity_10": 84.145818,
        "activity_20": 80.336714,
        "activity_30": 77.813183
      },
      {
        "week": "2025-02-14",
        "open": 88.38,
        "high": 89.84,
        "low": 83.2,
        "close": 89.07,
        "volume": 24117934,
        "sma_30": 75.374667,
        "fair_value_history": 103.086827,
        "mansfield_rs": -17.273142,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 69.885956,
        "architecture_energy": 78.4564,
        "activity_5": 88.002667,
        "activity_10": 85.393818,
        "activity_20": 81.488619,
        "activity_30": 78.648172
      },
      {
        "week": "2025-02-21",
        "open": 90.0,
        "high": 93.25,
        "low": 87.56,
        "close": 88.78,
        "volume": 16015277,
        "sma_30": 76.200667,
        "fair_value_history": 102.996731,
        "mansfield_rs": -15.42854,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 66.951852,
        "architecture_energy": 68.829974,
        "activity_5": 88.455333,
        "activity_10": 86.382727,
        "activity_20": 82.50919,
        "activity_30": 79.513032
      },
      {
        "week": "2025-02-28",
        "open": 88.82,
        "high": 91.87,
        "low": 86.41,
        "close": 88.37,
        "volume": 18012236,
        "sma_30": 76.736333,
        "fair_value_history": 102.870801,
        "mansfield_rs": -14.137756,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 63.338563,
        "architecture_energy": 54.589663,
        "activity_5": 88.478,
        "activity_10": 87.086364,
        "activity_20": 83.392286,
        "activity_30": 80.298151
      },
      {
        "week": "2025-03-07",
        "open": 88.67,
        "high": 88.74,
        "low": 76.82,
        "close": 77.84,
        "volume": 22077854,
        "sma_30": 77.005667,
        "fair_value_history": 102.744359,
        "mansfield_rs": -20.805701,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 33.389364,
        "architecture_energy": 26.32818,
        "activity_5": 85.016,
        "activity_10": 85.724,
        "activity_20": 83.181286,
        "activity_30": 80.369355
      },
      {
        "week": "2025-03-14",
        "open": 74.74,
        "high": 74.92,
        "low": 68.3,
        "close": 70.69,
        "volume": 27829007,
        "sma_30": 76.873667,
        "fair_value_history": 102.44742,
        "mansfield_rs": -25.287154,
        "stage": 4,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": -0.053067,
        "architecture_energy": 14.327393,
        "activity_5": 79.77,
        "activity_10": 83.105273,
        "activity_20": 82.263333,
        "activity_30": 79.961892
      },
      {
        "week": "2025-03-21",
        "open": 70.33,
        "high": 76.27,
        "low": 69.92,
        "close": 73.8,
        "volume": 19683709,
        "sma_30": 76.864667,
        "fair_value_history": 102.149712,
        "mansfield_rs": -21.246445,
        "stage": 4,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "mixed",
        "architecture_direction": -25.263709,
        "architecture_energy": 33.077105,
        "activity_5": 76.72,
        "activity_10": 81.240727,
        "activity_20": 81.654667,
        "activity_30": 79.763591
      },
      {
        "week": "2025-03-28",
        "open": 75.045,
        "high": 76.01,
        "low": 67.37,
        "close": 67.74,
        "volume": 19410289,
        "sma_30": 76.811333,
        "fair_value_history": 101.732067,
        "mansfield_rs": -25.364293,
        "stage": 4,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "mixed",
        "architecture_direction": -39.992041,
        "architecture_energy": 45.861436,
        "activity_5": 72.668,
        "activity_10": 78.346364,
        "activity_20": 80.452429,
        "activity_30": 79.174903
      },
      {
        "week": "2025-04-04",
        "open": 67.22,
        "high": 68.75,
        "low": 57.52,
        "close": 59.83,
        "volume": 23352913,
        "sma_30": 76.518667,
        "fair_value_history": 101.304712,
        "mansfield_rs": -26.177179,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -50.431318,
        "architecture_energy": 71.530897,
        "activity_5": 67.382,
        "activity_10": 74.316364,
        "activity_20": 78.507429,
        "activity_30": 78.079333
      },
      {
        "week": "2025-04-11",
        "open": 58.03,
        "high": 73.5,
        "low": 58.0,
        "close": 66.14,
        "volume": 34370890,
        "sma_30": 76.406333,
        "fair_value_history": 100.940048,
        "mansfield_rs": -21.395863,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -38.049654,
        "architecture_energy": 66.185617,
        "activity_5": 66.102,
        "activity_10": 71.959455,
        "activity_20": 77.23981,
        "activity_30": 77.409742
      },
      {
        "week": "2025-04-18",
        "open": 67.28,
        "high": 69.69,
        "low": 66.4101,
        "close": 68.57,
        "volume": 16236215,
        "sma_30": 76.344333,
        "fair_value_history": 100.673429,
        "mansfield_rs": -15.936147,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -36.997026,
        "architecture_energy": 64.553646,
        "activity_5": 66.412,
        "activity_10": 70.420545,
        "activity_20": 76.235476,
        "activity_30": 76.904172
      },
      {
        "week": "2025-04-25",
        "open": 68.07,
        "high": 72.28,
        "low": 65.11,
        "close": 71.66,
        "volume": 19468829,
        "sma_30": 76.49,
        "fair_value_history": 100.478013,
        "mansfield_rs": -14.769745,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -33.169829,
        "architecture_energy": 39.160146,
        "activity_5": 67.893333,
        "activity_10": 69.798182,
        "activity_20": 75.570286,
        "activity_30": 76.601957
      },
      {
        "week": "2025-05-02",
        "open": 72.27,
        "high": 81.88,
        "low": 69.7,
        "close": 81.62,
        "volume": 25545651,
        "sma_30": 76.940333,
        "fair_value_history": 100.437292,
        "mansfield_rs": -4.356698,
        "stage": 1,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Structural failure",
        "architecture_gate": "down",
        "architecture_direction": -24.228639,
        "architecture_energy": 15.858628,
        "activity_5": 72.837333,
        "activity_10": 71.303273,
        "activity_20": 75.882524,
        "activity_30": 76.932925
      },
      {
        "week": "2025-05-09",
        "open": 81.65,
        "high": 85.74,
        "low": 78.5501,
        "close": 84.67,
        "volume": 24030600,
        "sma_30": 77.455667,
        "fair_value_history": 100.443606,
        "mansfield_rs": 0.892663,
        "stage": 1,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 12.168366,
        "architecture_energy": 19.652898,
        "activity_5": 77.872667,
        "activity_10": 73.493091,
        "activity_20": 76.464143,
        "activity_30": 77.431613
      },
      {
        "week": "2025-05-16",
        "open": 87.02,
        "high": 87.02,
        "low": 83.64,
        "close": 85.48,
        "volume": 19663414,
        "sma_30": 77.892333,
        "fair_value_history": 100.476763,
        "mansfield_rs": -1.898228,
        "stage": 1,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 26.255023,
        "architecture_energy": 32.603819,
        "activity_5": 81.522,
        "activity_10": 75.897455,
        "activity_20": 77.100857,
        "activity_30": 77.949312
      },
      {
        "week": "2025-05-23",
        "open": 84.67,
        "high": 87.6533,
        "low": 83.48,
        "close": 84.51,
        "volume": 12076847,
        "sma_30": 78.261333,
        "fair_value_history": 100.555224,
        "mansfield_rs": 0.80737,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Structural repair",
        "architecture_gate": "mixed",
        "architecture_direction": 32.586673,
        "architecture_energy": 37.630476,
        "activity_5": 83.558667,
        "activity_10": 77.986545,
        "activity_20": 77.620238,
        "activity_30": 78.376258
      },
      {
        "week": "2025-05-30",
        "open": 85.44,
        "high": 87.665,
        "low": 84.51,
        "close": 85.8,
        "volume": 12848130,
        "sma_30": 78.776333,
        "fair_value_history": 100.63601,
        "mansfield_rs": 1.675319,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 35.425403,
        "architecture_energy": 45.915884,
        "activity_5": 84.962667,
        "activity_10": 80.058909,
        "activity_20": 78.246095,
        "activity_30": 78.862624
      },
      {
        "week": "2025-06-06",
        "open": 85.44,
        "high": 87.91,
        "low": 84.1,
        "close": 86.67,
        "volume": 11622933,
        "sma_30": 79.333333,
        "fair_value_history": 100.720673,
        "mansfield_rs": 2.062049,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 38.454024,
        "architecture_energy": 53.937525,
        "activity_5": 85.714,
        "activity_10": 82.071273,
        "activity_20": 78.916524,
        "activity_30": 79.371892
      },
      {
        "week": "2025-06-13",
        "open": 86.91,
        "high": 86.935,
        "low": 81.3901,
        "close": 81.99,
        "volume": 13276262,
        "sma_30": 79.537,
        "fair_value_history": 100.80516,
        "mansfield_rs": -2.053153,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 31.662019,
        "architecture_energy": 35.576295,
        "activity_5": 84.568667,
        "activity_10": 82.888545,
        "activity_20": 79.130333,
        "activity_30": 79.54329
      },
      {
        "week": "2025-06-20",
        "open": 82.8,
        "high": 83.7,
        "low": 79.61,
        "close": 80.0,
        "volume": 16109272,
        "sma_30": 79.776,
        "fair_value_history": 100.820096,
        "mansfield_rs": -3.187739,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 8.425588,
        "architecture_energy": 15.677994,
        "activity_5": 82.938667,
        "activity_10": 82.941091,
        "activity_20": 79.18681,
        "activity_30": 79.573161
      },
      {
        "week": "2025-06-27",
        "open": 79.99,
        "high": 88.32,
        "low": 77.81,
        "close": 86.33,
        "volume": 27397196,
        "sma_30": 80.054,
        "fair_value_history": 100.875865,
        "mansfield_rs": 1.962081,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": 16.394544,
        "architecture_energy": 16.827957,
        "activity_5": 83.784,
        "activity_10": 83.892545,
        "activity_20": 79.878667,
        "activity_30": 79.996
      },
      {
        "week": "2025-07-04",
        "open": 85.77,
        "high": 87.49,
        "low": 82.575,
        "close": 82.93,
        "volume": 13022194,
        "sma_30": 80.227667,
        "fair_value_history": 100.886699,
        "mansfield_rs": -2.668901,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": 13.363819,
        "architecture_energy": 11.793492,
        "activity_5": 83.374667,
        "activity_10": 83.902909,
        "activity_20": 80.255048,
        "activity_30": 80.181548
      },
      {
        "week": "2025-07-11",
        "open": 82.84,
        "high": 85.92,
        "low": 82.5,
        "close": 83.37,
        "volume": 14511813,
        "sma_30": 80.433667,
        "fair_value_history": 100.913814,
        "mansfield_rs": -0.867872,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": 12.594034,
        "architecture_energy": 12.745496,
        "activity_5": 83.303333,
        "activity_10": 83.788364,
        "activity_20": 80.702571,
        "activity_30": 80.38428
      },
      {
        "week": "2025-07-18",
        "open": 83.42,
        "high": 86.14,
        "low": 82.96,
        "close": 83.89,
        "volume": 14259653,
        "sma_30": 80.562,
        "fair_value_history": 100.914519,
        "mansfield_rs": 0.152832,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "up",
        "architecture_direction": 41.429272,
        "architecture_energy": 26.47128,
        "activity_5": 83.625333,
        "activity_10": 83.736545,
        "activity_20": 81.225381,
        "activity_30": 80.607269
      },
      {
        "week": "2025-07-25",
        "open": 83.955,
        "high": 89.07,
        "low": 83.3,
        "close": 88.99,
        "volume": 11320768,
        "sma_30": 80.853667,
        "fair_value_history": 100.958814,
        "mansfield_rs": 4.343258,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 67.886711,
        "architecture_energy": 48.512001,
        "activity_5": 85.520667,
        "activity_10": 84.626182,
        "activity_20": 82.255238,
        "activity_30": 81.151011
      },
      {
        "week": "2025-08-01",
        "open": 88.99,
        "high": 89.98,
        "low": 78.93,
        "close": 79.28,
        "volume": 24216494,
        "sma_30": 80.794,
        "fair_value_history": 100.895929,
        "mansfield_rs": -4.607548,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 29.951208,
        "architecture_energy": 19.093312,
        "activity_5": 83.58,
        "activity_10": 83.686545,
        "activity_20": 82.307238,
        "activity_30": 81.049484
      },
      {
        "week": "2025-08-08",
        "open": 79.9,
        "high": 80.215,
        "low": 74.795,
        "close": 78.86,
        "volume": 23963674,
        "sma_30": 80.830667,
        "fair_value_history": 100.825609,
        "mansfield_rs": -7.298527,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "up",
        "architecture_direction": 20.03908,
        "architecture_energy": 10.550628,
        "activity_5": 81.969333,
        "activity_10": 82.765636,
        "activity_20": 82.278333,
        "activity_30": 80.92471
      },
      {
        "week": "2025-08-15",
        "open": 78.74,
        "high": 82.04,
        "low": 77.599,
        "close": 80.95,
        "volume": 16637520,
        "sma_30": 80.716333,
        "fair_value_history": 100.798942,
        "mansfield_rs": -5.624242,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "up",
        "architecture_direction": 17.052231,
        "architecture_energy": 11.64705,
        "activity_5": 81.326667,
        "activity_10": 82.350909,
        "activity_20": 82.424381,
        "activity_30": 80.932409
      },
      {
        "week": "2025-08-22",
        "open": 80.93,
        "high": 82.36,
        "low": 79.83,
        "close": 82.26,
        "volume": 15966634,
        "sma_30": 80.5,
        "fair_value_history": 100.784647,
        "mansfield_rs": -4.29301,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "up",
        "architecture_direction": 13.472143,
        "architecture_energy": 16.549035,
        "activity_5": 81.282,
        "activity_10": 82.278364,
        "activity_20": 82.632286,
        "activity_30": 81.032
      },
      {
        "week": "2025-08-29",
        "open": 81.705,
        "high": 82.2,
        "low": 74.21,
        "close": 75.34,
        "volume": 24843719,
        "sma_30": 80.117,
        "fair_value_history": 100.741955,
        "mansfield_rs": -12.210726,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -27.155848,
        "architecture_energy": 27.157052,
        "activity_5": 79.039333,
        "activity_10": 80.942727,
        "activity_20": 82.074333,
        "activity_30": 80.699097
      },
      {
        "week": "2025-09-05",
        "open": 74.17,
        "high": 81.64,
        "low": 73.47,
        "close": 80.51,
        "volume": 18866103,
        "sma_30": 79.864667,
        "fair_value_history": 100.662596,
        "mansfield_rs": -6.44762,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -11.219983,
        "architecture_energy": 17.89988,
        "activity_5": 79.43,
        "activity_10": 80.631818,
        "activity_20": 81.964952,
        "activity_30": 80.724452
      },
      {
        "week": "2025-09-12",
        "open": 79.35,
        "high": 79.65,
        "low": 75.39,
        "close": 76.22,
        "volume": 20902160,
        "sma_30": 79.436333,
        "fair_value_history": 100.573686,
        "mansfield_rs": -12.685542,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -22.806537,
        "architecture_energy": 31.70446,
        "activity_5": 78.308667,
        "activity_10": 79.646727,
        "activity_20": 81.390143,
        "activity_30": 80.489312
      },
      {
        "week": "2025-09-19",
        "open": 76.44,
        "high": 78.96,
        "low": 66.9,
        "close": 67.45,
        "volume": 45670373,
        "sma_30": 78.725333,
        "fair_value_history": 100.489006,
        "mansfield_rs": -23.411511,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -42.614137,
        "architecture_energy": 55.39515,
        "activity_5": 74.44,
        "activity_10": 77.189091,
        "activity_20": 79.958381,
        "activity_30": 79.716
      },
      {
        "week": "2025-09-26",
        "open": 67.69,
        "high": 70.5,
        "low": 65.5,
        "close": 67.1,
        "volume": 38342063,
        "sma_30": 78.016333,
        "fair_value_history": 100.402853,
        "mansfield_rs": -23.395018,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -50.848461,
        "architecture_energy": 66.247482,
        "activity_5": 71.354667,
        "activity_10": 74.957273,
        "activity_20": 78.560762,
        "activity_30": 78.965978
      },
      {
        "week": "2025-10-03",
        "open": 67.34,
        "high": 67.86,
        "low": 63.53,
        "close": 67.05,
        "volume": 26612712,
        "sma_30": 77.656667,
        "fair_value_history": 100.177917,
        "mansfield_rs": -24.075486,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -47.427235,
        "architecture_energy": 71.267185,
        "activity_5": 69.263333,
        "activity_10": 73.021636,
        "activity_20": 77.242048,
        "activity_30": 78.258473
      },
      {
        "week": "2025-10-10",
        "open": 67.9,
        "high": 69.0,
        "low": 64.9,
        "close": 65.12,
        "volume": 22429980,
        "sma_30": 77.471,
        "fair_value_history": 99.970929,
        "mansfield_rs": -24.199255,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Structural failure",
        "architecture_gate": "down",
        "architecture_direction": -74.281419,
        "architecture_energy": 83.664166,
        "activity_5": 67.081333,
        "activity_10": 71.134,
        "activity_20": 75.827286,
        "activity_30": 77.449656
      },
      {
        "week": "2025-10-17",
        "open": 65.99,
        "high": 67.29,
        "low": 63.195,
        "close": 66.6,
        "volume": 19913973,
        "sma_30": 77.231,
        "fair_value_history": 99.784519,
        "mansfield_rs": -23.52294,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -65.671896,
        "architecture_energy": 78.094718,
        "activity_5": 66.418667,
        "activity_10": 69.772909,
        "activity_20": 74.64581,
        "activity_30": 76.748301
      },
      {
        "week": "2025-10-24",
        "open": 67.05,
        "high": 72.08,
        "low": 66.7,
        "close": 70.33,
        "volume": 19380916,
        "sma_30": 77.317333,
        "fair_value_history": 99.460545,
        "mansfield_rs": -20.487242,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -62.124786,
        "architecture_energy": 58.638634,
        "activity_5": 67.640667,
        "activity_10": 69.312909,
        "activity_20": 73.911,
        "activity_30": 76.303075
      },
      {
        "week": "2025-10-31",
        "open": 70.87,
        "high": 71.115,
        "low": 56.445,
        "close": 58.22,
        "volume": 49840002,
        "sma_30": 77.263667,
        "fair_value_history": 99.09734,
        "mansfield_rs": -34.2619,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -83.526491,
        "architecture_energy": 68.189306,
        "activity_5": 64.634,
        "activity_10": 66.844182,
        "activity_20": 72.100667,
        "activity_30": 75.070989
      },
      {
        "week": "2025-11-07",
        "open": 58.55,
        "high": 62.39,
        "low": 54.11,
        "close": 55.0,
        "volume": 58402113,
        "sma_30": 76.892333,
        "fair_value_history": 98.706571,
        "mansfield_rs": -36.529111,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -83.477083,
        "architecture_energy": 73.46489,
        "activity_5": 61.146,
        "activity_10": 64.227091,
        "activity_20": 70.096857,
        "activity_30": 73.634624
      },
      {
        "week": "2025-11-14",
        "open": 55.16,
        "high": 60.85,
        "low": 54.2,
        "close": 58.06,
        "volume": 37663392,
        "sma_30": 76.542,
        "fair_value_history": 98.349776,
        "mansfield_rs": -32.645189,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -69.559949,
        "architecture_energy": 71.109522,
        "activity_5": 59.481333,
        "activity_10": 62.536182,
        "activity_20": 68.503524,
        "activity_30": 72.419634
      },
      {
        "week": "2025-11-21",
        "open": 58.11,
        "high": 61.15,
        "low": 57.2,
        "close": 60.23,
        "volume": 29364405,
        "sma_30": 76.161,
        "fair_value_history": 98.017917,
        "mansfield_rs": -28.412543,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -63.358696,
        "architecture_energy": 73.33724,
        "activity_5": 59.010667,
        "activity_10": 61.648,
        "activity_20": 67.251476,
        "activity_30": 71.367247
      },
      {
        "week": "2025-11-28",
        "open": 60.38,
        "high": 64.0,
        "low": 60.07,
        "close": 63.47,
        "volume": 18977841,
        "sma_30": 75.556,
        "fair_value_history": 97.66766,
        "mansfield_rs": -26.830435,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -61.635369,
        "architecture_energy": 54.490864,
        "activity_5": 60.044667,
        "activity_10": 61.639636,
        "activity_20": 66.416095,
        "activity_30": 70.548473
      },
      {
        "week": "2025-12-05",
        "open": 62.79,
        "high": 66.75,
        "low": 62.32,
        "close": 65.49,
        "volume": 21058559,
        "sma_30": 74.916667,
        "fair_value_history": 97.340929,
        "mansfield_rs": -24.366436,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Early contraction",
        "architecture_gate": "down",
        "architecture_direction": -47.769661,
        "architecture_energy": 38.499227,
        "activity_5": 62.209333,
        "activity_10": 62.070909,
        "activity_20": 65.867857,
        "activity_30": 69.899054
      },
      {
        "week": "2025-12-12",
        "open": 65.26,
        "high": 69.77,
        "low": 64.0,
        "close": 66.96,
        "volume": 32099382,
        "sma_30": 74.299333,
        "fair_value_history": 97.035353,
        "mansfield_rs": -21.853051,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -39.546762,
        "architecture_energy": 24.267109,
        "activity_5": 64.379333,
        "activity_10": 62.798727,
        "activity_20": 65.547238,
        "activity_30": 69.38572
      },
      {
        "week": "2025-12-19",
        "open": 67.42,
        "high": 68.19,
        "low": 65.2,
        "close": 66.06,
        "volume": 31861439,
        "sma_30": 73.684333,
        "fair_value_history": 96.744455,
        "mansfield_rs": -22.524561,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -33.687654,
        "architecture_energy": 25.546865,
        "activity_5": 65.452,
        "activity_10": 63.364545,
        "activity_20": 65.24581,
        "activity_30": 68.854151
      },
      {
        "week": "2025-12-26",
        "open": 66.16,
        "high": 67.95,
        "low": 66.12,
        "close": 67.57,
        "volume": 9128858,
        "sma_30": 73.076667,
        "fair_value_history": 96.451699,
        "mansfield_rs": -21.404379,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -28.060942,
        "architecture_energy": 24.825342,
        "activity_5": 66.494667,
        "activity_10": 64.187818,
        "activity_20": 65.151143,
        "activity_30": 68.459677
      },
      {
        "week": "2026-01-02",
        "open": 67.59,
        "high": 68.18,
        "low": 66.0,
        "close": 66.54,
        "volume": 9919159,
        "sma_30": 72.405667,
        "fair_value_history": 96.135801,
        "mansfield_rs": -21.293326,
        "stage": 4,
        "architecture_regime": "downward_expansion",
        "architecture_modifier": "Established contraction",
        "architecture_gate": "down",
        "architecture_direction": -26.554276,
        "architecture_energy": 21.421424,
        "activity_5": 66.704667,
        "activity_10": 64.806182,
        "activity_20": 65.012143,
        "activity_30": 68.037957
      },
      {
        "week": "2026-01-09",
        "open": 66.64,
        "high": 70.92,
        "low": 65.19,
        "close": 67.4,
        "volume": 26696308,
        "sma_30": 71.919333,
        "fair_value_history": 95.872532,
        "mansfield_rs": -21.056818,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "down",
        "architecture_direction": -15.90795,
        "architecture_energy": 14.799818,
        "activity_5": 66.996667,
        "activity_10": 65.649818,
        "activity_20": 65.023667,
        "activity_30": 67.715011
      },
      {
        "week": "2026-01-16",
        "open": 66.74,
        "high": 72.5,
        "low": 65.92,
        "close": 69.54,
        "volume": 38485869,
        "sma_30": 71.570667,
        "fair_value_history": 95.626891,
        "mansfield_rs": -17.722216,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "down",
        "architecture_direction": -3.528127,
        "architecture_energy": 11.644511,
        "activity_5": 67.874667,
        "activity_10": 66.715636,
        "activity_20": 65.309762,
        "activity_30": 67.561505
      },
      {
        "week": "2026-01-23",
        "open": 68.77,
        "high": 75.98,
        "low": 68.54,
        "close": 72.86,
        "volume": 26484007,
        "sma_30": 71.121667,
        "fair_value_history": 95.40984,
        "mansfield_rs": -12.914886,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "down",
        "architecture_direction": 8.405417,
        "architecture_energy": 18.110645,
        "activity_5": 69.687333,
        "activity_10": 68.120727,
        "activity_20": 65.939667,
        "activity_30": 67.644688
      },
      {
        "week": "2026-01-30",
        "open": 72.95,
        "high": 74.955,
        "low": 71.845,
        "close": 73.04,
        "volume": 26410360,
        "sma_30": 70.792,
        "fair_value_history": 95.182981,
        "mansfield_rs": -12.485106,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "mixed",
        "architecture_direction": 30.077147,
        "architecture_energy": 45.414867,
        "activity_5": 71.106667,
        "activity_10": 69.289455,
        "activity_20": 66.623143,
        "activity_30": 67.768452
      },
      {
        "week": "2026-02-06",
        "open": 72.705,
        "high": 75.36,
        "low": 68.68,
        "close": 69.97,
        "volume": 24580855,
        "sma_30": 70.345333,
        "fair_value_history": 94.875801,
        "mansfield_rs": -15.365208,
        "stage": 4,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Structural repair",
        "architecture_gate": "mixed",
        "architecture_direction": 20.767366,
        "architecture_energy": 43.423817,
        "activity_5": 71.138,
        "activity_10": 69.667091,
        "activity_20": 67.029381,
        "activity_30": 67.715419
      },
      {
        "week": "2026-02-13",
        "open": 69.01,
        "high": 71.34,
        "low": 62.86,
        "close": 70.02,
        "volume": 35797149,
        "sma_30": 69.883,
        "fair_value_history": 94.589006,
        "mansfield_rs": -13.576742,
        "stage": 4,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 19.239891,
        "architecture_energy": 36.488088,
        "activity_5": 70.957333,
        "activity_10": 69.935636,
        "activity_20": 67.428381,
        "activity_30": 67.69443
      },
      {
        "week": "2026-02-20",
        "open": 70.25,
        "high": 73.37,
        "low": 69.81,
        "close": 73.08,
        "volume": 17144460,
        "sma_30": 69.352667,
        "fair_value_history": 94.351763,
        "mansfield_rs": -10.169251,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 36.577186,
        "architecture_energy": 35.374916,
        "activity_5": 71.622,
        "activity_10": 70.678182,
        "activity_20": 68.104905,
        "activity_30": 67.900688
      },
      {
        "week": "2026-02-27",
        "open": 73.07,
        "high": 74.49,
        "low": 70.81,
        "close": 73.43,
        "volume": 20583908,
        "sma_30": 69.157667,
        "fair_value_history": 94.034519,
        "mansfield_rs": -8.639839,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 35.167978,
        "architecture_energy": 28.73848,
        "activity_5": 72.167333,
        "activity_10": 71.373091,
        "activity_20": 68.786048,
        "activity_30": 68.163742
      },
      {
        "week": "2026-03-06",
        "open": 72.37,
        "high": 73.91,
        "low": 67.64,
        "close": 68.1,
        "volume": 19451362,
        "sma_30": 68.799,
        "fair_value_history": 93.780224,
        "mansfield_rs": -13.050245,
        "stage": 1,
        "architecture_regime": "rotation_up",
        "architecture_modifier": "Emerging rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 14.513996,
        "architecture_energy": 15.525464,
        "activity_5": 70.898,
        "activity_10": 70.964909,
        "activity_20": 68.92,
        "activity_30": 68.095505
      },
      {
        "week": "2026-03-13",
        "open": 67.02,
        "high": 68.94,
        "low": 63.82,
        "close": 64.24,
        "volume": 19985919,
        "sma_30": 68.242,
        "fair_value_history": 93.461699,
        "mansfield_rs": -16.313546,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -11.893909,
        "architecture_energy": 9.57581,
        "activity_5": 68.671333,
        "activity_10": 69.845273,
        "activity_20": 68.67919,
        "activity_30": 67.801376
      },
      {
        "week": "2026-03-20",
        "open": 64.85,
        "high": 68.76,
        "low": 64.6,
        "close": 66.95,
        "volume": 25860334,
        "sma_30": 67.731667,
        "fair_value_history": 93.159519,
        "mansfield_rs": -10.754118,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -6.323329,
        "architecture_energy": 12.366978,
        "activity_5": 67.73,
        "activity_10": 69.260182,
        "activity_20": 68.725476,
        "activity_30": 67.718022
      },
      {
        "week": "2026-03-27",
        "open": 68.1,
        "high": 68.21,
        "low": 61.99,
        "close": 62.25,
        "volume": 16917671,
        "sma_30": 67.295333,
        "fair_value_history": 92.813814,
        "mansfield_rs": -14.768203,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -26.194656,
        "architecture_energy": 28.753309,
        "activity_5": 65.426667,
        "activity_10": 67.828727,
        "activity_20": 68.282571,
        "activity_30": 67.364366
      },
      {
        "week": "2026-04-03",
        "open": 62.35,
        "high": 63.68,
        "low": 60.57,
        "close": 62.22,
        "volume": 13907773,
        "sma_30": 66.685667,
        "fair_value_history": 92.491699,
        "mansfield_rs": -17.28946,
        "stage": 4,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -26.200789,
        "architecture_energy": 38.762076,
        "activity_5": 63.835333,
        "activity_10": 66.524364,
        "activity_20": 67.802286,
        "activity_30": 67.036925
      },
      {
        "week": "2026-04-10",
        "open": 62.22,
        "high": 66.44,
        "low": 62.1001,
        "close": 64.02,
        "volume": 15740202,
        "sma_30": 66.279,
        "fair_value_history": 92.160417,
        "mansfield_rs": -17.426226,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -20.111789,
        "architecture_energy": 40.270668,
        "activity_5": 63.591333,
        "activity_10": 65.740727,
        "activity_20": 67.473619,
        "activity_30": 66.864946
      },
      {
        "week": "2026-04-17",
        "open": 63.99,
        "high": 64.09,
        "low": 60.8214,
        "close": 63.98,
        "volume": 29693325,
        "sma_30": 66.163333,
        "fair_value_history": 91.777404,
        "mansfield_rs": -20.484732,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -20.593876,
        "architecture_energy": 42.110789,
        "activity_5": 63.606,
        "activity_10": 65.113818,
        "activity_20": 67.123095,
        "activity_30": 66.716624
      },
      {
        "week": "2026-04-24",
        "open": 63.57,
        "high": 65.29,
        "low": 60.34,
        "close": 61.57,
        "volume": 16908867,
        "sma_30": 65.979,
        "fair_value_history": 91.394263,
        "mansfield_rs": -23.296252,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -27.376591,
        "architecture_energy": 38.78575,
        "activity_5": 62.834667,
        "activity_10": 64.157636,
        "activity_20": 66.540619,
        "activity_30": 66.42028
      },
      {
        "week": "2026-05-01",
        "open": 61.12,
        "high": 62.85,
        "low": 56.72,
        "close": 61.35,
        "volume": 31432848,
        "sma_30": 65.789,
        "fair_value_history": 91.013045,
        "mansfield_rs": -23.489811,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -33.899819,
        "architecture_energy": 29.628489,
        "activity_5": 62.348667,
        "activity_10": 63.315091,
        "activity_20": 65.955857,
        "activity_30": 66.121634
      },
      {
        "week": "2026-05-08",
        "open": 61.61,
        "high": 61.63,
        "low": 58.7,
        "close": 60.61,
        "volume": 26225508,
        "sma_30": 65.638667,
        "fair_value_history": 90.621442,
        "mansfield_rs": -25.252714,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -36.111026,
        "architecture_energy": 38.110114,
        "activity_5": 61.676,
        "activity_10": 62.551273,
        "activity_20": 65.327333,
        "activity_30": 65.787505
      },
      {
        "week": "2026-05-15",
        "open": 60.335,
        "high": 63.19,
        "low": 57.655,
        "close": 61.63,
        "volume": 33856483,
        "sma_30": 65.473,
        "fair_value_history": 90.265673,
        "mansfield_rs": -23.320764,
        "stage": 4,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": -29.794169,
        "architecture_energy": 39.75507,
        "activity_5": 61.450667,
        "activity_10": 62.206,
        "activity_20": 64.821905,
        "activity_30": 65.528882
      },
      {
        "week": "2026-05-22",
        "open": 61.79,
        "high": 73.05,
        "low": 61.54,
        "close": 72.1,
        "volume": 51816448,
        "sma_30": 65.532,
        "fair_value_history": 89.990353,
        "mansfield_rs": -10.264558,
        "stage": 1,
        "architecture_regime": "rotation_down",
        "architecture_modifier": "Supply rotation",
        "architecture_gate": "mixed",
        "architecture_direction": 15.652601,
        "architecture_energy": 9.258902,
        "activity_5": 64.874667,
        "activity_10": 63.882,
        "activity_20": 65.341905,
        "activity_30": 65.95643
      },
      {
        "week": "2026-05-29",
        "open": 72.02,
        "high": 73.825,
        "low": 69.6,
        "close": 73.74,
        "volume": 26054597,
        "sma_30": 66.049333,
        "fair_value_history": 89.67734,
        "mansfield_rs": -8.727894,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "mixed",
        "architecture_direction": 28.080387,
        "architecture_energy": 26.302876,
        "activity_5": 68.304,
        "activity_10": 65.713273,
        "activity_20": 65.991619,
        "activity_30": 66.485978
      },
      {
        "week": "2026-06-05",
        "open": 73.49,
        "high": 76.345,
        "low": 71.53,
        "close": 72.86,
        "volume": 25175063,
        "sma_30": 66.644667,
        "fair_value_history": 89.34734,
        "mansfield_rs": -6.704005,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "mixed",
        "architecture_direction": 37.051769,
        "architecture_energy": 39.009398,
        "activity_5": 70.628667,
        "activity_10": 67.261091,
        "activity_20": 66.527333,
        "activity_30": 66.925376
      },
      {
        "week": "2026-06-12",
        "open": 73.908,
        "high": 78.91,
        "low": 73.0,
        "close": 75.37,
        "volume": 29415126,
        "sma_30": 67.221667,
        "fair_value_history": 88.996506,
        "mansfield_rs": -3.381912,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Balance after decline",
        "architecture_gate": "up",
        "architecture_direction": 62.619006,
        "architecture_energy": 62.789279,
        "activity_5": 73.022667,
        "activity_10": 69.072364,
        "activity_20": 67.286286,
        "activity_30": 67.488301
      },
      {
        "week": "2026-06-19",
        "open": 75.7,
        "high": 75.7,
        "low": 70.9,
        "close": 72.47,
        "volume": 21450111,
        "sma_30": 67.629667,
        "fair_value_history": 88.648558,
        "mansfield_rs": -7.294506,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 52.906856,
        "architecture_energy": 67.100129,
        "activity_5": 73.466,
        "activity_10": 70.117273,
        "activity_20": 67.757095,
        "activity_30": 67.826903
      },
      {
        "week": "2026-06-26",
        "open": 71.89,
        "high": 71.92,
        "low": 68.28,
        "close": 70.14,
        "volume": 26735432,
        "sma_30": 67.852,
        "fair_value_history": 88.274391,
        "mansfield_rs": -7.311751,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 59.27173,
        "architecture_energy": 58.592759,
        "activity_5": 72.41,
        "activity_10": 70.584909,
        "activity_20": 68.008714,
        "activity_30": 67.98886
      },
      {
        "week": "2026-07-03",
        "open": 69.67,
        "high": 71.57,
        "low": 67.3,
        "close": 71.25,
        "volume": 16372249,
        "sma_30": 68.044,
        "fair_value_history": 87.918878,
        "mansfield_rs": -7.180504,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 55.066371,
        "architecture_energy": 37.233329,
        "activity_5": 71.854667,
        "activity_10": 71.142364,
        "activity_20": 68.365238,
        "activity_30": 68.208086
      },
      {
        "week": "2026-07-10",
        "open": 71.3,
        "high": 75.57,
        "low": 69.74,
        "close": 74.96,
        "volume": 23550682,
        "sma_30": 68.310667,
        "fair_value_history": 87.519135,
        "mansfield_rs": -3.013687,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 64.304631,
        "architecture_energy": 37.704485,
        "activity_5": 72.702,
        "activity_10": 72.198364,
        "activity_20": 69.069238,
        "activity_30": 68.65428
      },
      {
        "week": "2026-07-17",
        "open": 75.56,
        "high": 79.154,
        "low": 72.08,
        "close": 76.65,
        "volume": 23427787,
        "sma_30": 68.663667,
        "fair_value_history": 87.173301,
        "mansfield_rs": 1.33829,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 66.591843,
        "architecture_energy": 40.759707,
        "activity_5": 73.972667,
        "activity_10": 73.314182,
        "activity_20": 69.925238,
        "activity_30": 69.192301
      },
      {
        "week": "2026-07-24",
        "open": 76.6,
        "high": 77.085,
        "low": 69.79,
        "close": 71.54,
        "volume": 17131236,
        "sma_30": 68.796,
        "fair_value_history": 86.783301,
        "mansfield_rs": -4.054321,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 52.614465,
        "architecture_energy": 34.342001,
        "activity_5": 73.454667,
        "activity_10": 73.209273,
        "activity_20": 70.279238,
        "activity_30": 69.377871
      },
      {
        "week": "2026-07-31",
        "open": 72.0,
        "high": 84.7,
        "low": 72.0,
        "close": 83.45,
        "volume": 33029839,
        "sma_30": 69.359667,
        "fair_value_history": 86.546891,
        "mansfield_rs": 11.069672,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 79.311232,
        "architecture_energy": 65.895864,
        "activity_5": 76.968667,
        "activity_10": 75.089636,
        "activity_20": 71.751143,
        "activity_30": 70.32329
      }
    ],
    "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": 0.006177,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.005275,
        "stage_survival": 0.666667,
        "best_return": 0.124731,
        "worst_return": -0.206355,
        "sufficient": true
      },
      {
        "weeks": 13,
        "sample_count": 6,
        "median_return": -0.02104,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.087824,
        "stage_survival": 0.333333,
        "best_return": 0.133934,
        "worst_return": -0.265641,
        "sufficient": true
      },
      {
        "weeks": 26,
        "sample_count": 4,
        "median_return": 0.006314,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.100415,
        "stage_survival": 0.25,
        "best_return": 0.101136,
        "worst_return": -0.171057,
        "sufficient": false
      },
      {
        "weeks": 52,
        "sample_count": 3,
        "median_return": -0.185236,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.388055,
        "stage_survival": 0.0,
        "best_return": -0.175871,
        "worst_return": -0.331247,
        "sufficient": false
      }
    ],
    "stage_ledger": [
      {
        "stage": 2,
        "name": "Advancing",
        "start": "2024-01-12",
        "end": "2024-02-02",
        "weeks": 4,
        "return": -0.03232
      },
      {
        "stage": 3,
        "name": "Distribution",
        "start": "2024-02-09",
        "end": "2024-03-15",
        "weeks": 6,
        "return": 0.082925
      },
      {
        "stage": 2,
        "name": "Advancing",
        "start": "2024-03-22",
        "end": "2024-05-24",
        "weeks": 10,
        "return": -0.043625
      },
      {
        "stage": 3,
        "name": "Distribution",
        "start": "2024-05-31",
        "end": "2024-06-07",
        "weeks": 2,
        "return": -0.025091
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2024-06-14",
        "end": "2025-01-10",
        "weeks": 31,
        "return": -0.329366
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2025-01-17",
        "end": "2025-03-07",
        "weeks": 8,
        "return": -0.077507
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2025-03-14",
        "end": "2025-04-25",
        "weeks": 7,
        "return": 0.013722
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2025-05-02",
        "end": "2025-09-12",
        "weeks": 20,
        "return": -0.06616
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2025-09-19",
        "end": "2026-02-13",
        "weeks": 22,
        "return": 0.038102
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2026-02-20",
        "end": "2026-03-06",
        "weeks": 3,
        "return": -0.068144
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2026-03-13",
        "end": "2026-05-15",
        "weeks": 10,
        "return": -0.040629
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2026-05-22",
        "end": "2026-07-31",
        "weeks": 11,
        "return": 0.15742,
        "active": true
      }
    ],
    "architecture_outcomes": [
      {
        "weeks": 4,
        "sample_count": 20,
        "median_return": 0.00538,
        "positive_rate": 0.55,
        "directional_follow_through": 0.55,
        "median_excess_return": -0.011613,
        "regime_survival": 0.65,
        "best_return": 0.172237,
        "worst_return": -0.238858,
        "sufficient": true
      },
      {
        "weeks": 13,
        "sample_count": 8,
        "median_return": -0.021385,
        "positive_rate": 0.375,
        "directional_follow_through": 0.375,
        "median_excess_return": -0.051478,
        "regime_survival": 0.25,
        "best_return": 0.200508,
        "worst_return": -0.209686,
        "sufficient": true
      },
      {
        "weeks": 26,
        "sample_count": 5,
        "median_return": -0.104678,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.171624,
        "regime_survival": 0.2,
        "best_return": 0.069793,
        "worst_return": -0.402282,
        "sufficient": true
      },
      {
        "weeks": 52,
        "sample_count": 4,
        "median_return": -0.234143,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.340398,
        "regime_survival": 0.0,
        "best_return": -0.188944,
        "worst_return": -0.282159,
        "sufficient": false
      }
    ],
    "architecture_ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-07",
        "end": "2025-03-28",
        "weeks": 8,
        "return": -0.230926,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-05-16",
        "weeks": 7,
        "return": 0.428715,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-23",
        "end": "2025-06-20",
        "weeks": 5,
        "return": -0.053366,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-27",
        "end": "2025-07-18",
        "weeks": 4,
        "return": -0.028264,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-25",
        "end": "2025-08-01",
        "weeks": 2,
        "return": -0.109113,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-08",
        "end": "2025-09-19",
        "weeks": 7,
        "return": -0.144687,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-09-26",
        "end": "2025-10-10",
        "weeks": 3,
        "return": -0.029508,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-17",
        "end": "2026-01-02",
        "weeks": 12,
        "return": -0.000901,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-09",
        "end": "2026-01-30",
        "weeks": 4,
        "return": 0.08368,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-02-06",
        "end": "2026-03-06",
        "weeks": 5,
        "return": -0.026726,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-13",
        "end": "2026-04-03",
        "weeks": 4,
        "return": -0.031445,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-04-10",
        "end": "2026-05-22",
        "weeks": 7,
        "return": 0.126211,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-29",
        "end": "2026-06-12",
        "weeks": 3,
        "return": 0.022105,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-06-19",
        "end": "2026-07-31",
        "weeks": 7,
        "return": 0.151511,
        "active": true
      }
    ]
  }
}