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This work formalizes this local-to-global failure using a common witness grade and witness nerve, and predicts the predicted local-global separation, while synthetic experiments test sharp bounds, certificate recovery, and structured computation.
Structured potential outcomes such as microscopy images may be recorded after an unknown, unit-specific transformation. If that transformation can depend on treatment, covariates or the intrinsic outcome, raw-coordinate analyses may mix biological effects with acquisition geometry. We study the unrestricted observation...
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