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        "grid_native_orientation_reason": "y_axis_direction=north_to_south",
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  "errors": {},
  "interpretation": "Independent PCA colors; native support differs; not a ranking.",
  "execution": "real pretrained CPU inference via examples/compare_models.py",
  "feature_files": "Run outputs were verified locally; binary features are not shipped with this receipt."
}