{
  "ticker": {
    "uuid": "35f6f216-00e5-45f2-95a7-171b02d364e7",
    "symbol": "OSK",
    "name": "Oshkosh Corporation",
    "exchange": "NYSE",
    "country": "US",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "SPY",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 95.023,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 24.872,
    "architecture_energy": 27.503,
    "architecture_maturity": 16.351,
    "architecture_confidence": 61.414,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 44.96,
        "rotation_up": 53.3,
        "upward_expansion": 42.32,
        "deceleration": 28.58,
        "rotation_down": 17.92,
        "downward_expansion": 17.32
      },
      "activity_lines": [
        149.668,
        147.240364,
        143.067521,
        144.316158
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 155.26,
    "trend_reference": 147.251509,
    "distance_from_trend": 0.054386,
    "trend_direction": "Improving",
    "fair_value": 114.917016,
    "distance_from_fair_value": 0.351062,
    "fair_value_direction": "Improving",
    "relative_strength": -1.493313,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.088746,
    "excess_performance": -0.214371,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.054386,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.035308,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.351062,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.103848,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.014933,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.070391,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.088746,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.678406,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4522449,
      "relative_activity": 1.241014,
      "balance": 1.678406,
      "dry_up": 1.345383,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.084501,
      "annualized_volatility": 0.429033,
      "from_high_reference": -0.133646,
      "from_low_reference": 0.335478
    },
    "levels": {
      "trend_reference": 147.251509,
      "fair_value_reference": 114.917016,
      "structural_low": 116.257969,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 10,
        "median_return": -0.007553,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.015984,
        "regime_survival": 0.3,
        "best_return": 0.145478,
        "worst_return": -0.16026,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.050041,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.04491,
        "regime_survival": 0.333333,
        "best_return": 0.281162,
        "worst_return": -0.141446,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.049049,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.030468,
        "regime_survival": 0.0,
        "best_return": 0.302452,
        "worst_return": -0.168247,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.107386,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.027862,
        "regime_survival": 0.0,
        "best_return": 0.270305,
        "worst_return": -0.153966,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2024-12-27",
        "tenure": "New",
        "return": 0.005435,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-03",
        "end": "2025-01-24",
        "tenure": "New",
        "return": 0.034593,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-02-28",
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        "return": -0.116961,
        "active": false
      },
      {
        "regime": "balance",
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        "return": -0.026032,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "return": 0.041543,
        "active": false
      },
      {
        "regime": "balance",
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        "return": 0.102329,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "return": 0.023788,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-04",
        "end": "2025-09-26",
        "tenure": "Established",
        "return": 0.050213,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-01-09",
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        "return": 0.149847,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": -0.074317,
        "active": false
      },
      {
        "regime": "deceleration",
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        "active": false
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      {
        "regime": "rotation_down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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      {
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        "active": true
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    ],
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      {
        "date": "2026-04-17",
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      },
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        "date": "2026-05-08",
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      },
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      },
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 3730957.2,
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        "relative_strength": -13.026093,
        "stage": 4,
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 3732637.95,
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        "stage": 3,
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      },
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        "date": "2026-06-19",
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        "relative_strength": -8.409813,
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": 1.698465,
        "stage": 3,
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        "modifier": "Early contraction",
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        "direction": -16.952968,
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      },
      {
        "date": "2026-07-03",
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        "trend": 144.853691,
        "fair_value": 113.073251,
        "relative_strength": -6.247607,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 3368415.85,
        "trend": 145.349549,
        "fair_value": 113.467692,
        "relative_strength": -5.088946,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 19.702778,
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      },
      {
        "date": "2026-07-17",
        "close": 143.66,
        "volume": 3945736,
        "typical_volume": 3379114.85,
        "trend": 145.825864,
        "fair_value": 113.834897,
        "relative_strength": -5.344137,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -8.839143,
        "energy": 16.648277,
        "activity_lines": [
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      },
      {
        "date": "2026-07-24",
        "close": 155.14,
        "volume": 4467190,
        "typical_volume": 3433643.9,
        "trend": 146.679221,
        "fair_value": 114.277399,
        "relative_strength": 2.737304,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 25.27779,
        "energy": 24.090042,
        "activity_lines": [
          148.424,
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      },
      {
        "date": "2026-07-31",
        "close": 142.41,
        "volume": 6675763,
        "typical_volume": 3597140.45,
        "trend": 147.05301,
        "fair_value": 114.553706,
        "relative_strength": -6.553905,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -6.858872,
        "energy": 12.507279,
        "activity_lines": [
          146.598,
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      },
      {
        "date": "2026-08-07",
        "close": 155.26,
        "volume": 4522449,
        "typical_volume": 3644156.1,
        "trend": 147.251509,
        "fair_value": 114.917016,
        "relative_strength": -1.493313,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 24.871748,
        "energy": 27.502912,
        "activity_lines": [
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      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}