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ib<index_bits>_p<p>.sf.[uint32 n][uint32 p][float64 distortion] followed by n*p
float32 centroid values. n = 2^index_bits. Runtime shrinkage correction is
kappa = 1 - distortion / p.ib11_p2 through
ib16_p2 (5.5-8.0 bpw, 2048-65,536 centroids), Gaussian CLVQ-trained in
the 2026-09-04 run. They are staged artifacts pending runtime catalog
integration (catalog menus, schema-3 map regeneration, eval-binary
refresh); no pinned revision binds them yet. They supersede and retire
the former sphere-staging branch.dlab-cmu/sf-map-<model-name> and collected in SF grids and maps.