INVARIANT COMPUTING · PRIVATE RELEASE CANDIDATE · CP05

Saved observer-fit calculator

Evaluate actual per-case saved affine/tanh coefficients in their source response coordinate.

These 512 fits are condition-specific, not a general pretrained biosensor. Link labels were recovered from exact COMPLETE records. The output is the source reset-response coordinate; the missing null-space state is not recovered.

Synthetic source evidence only. An interface, fitted coefficient, row count or successful load is not clinical validation or an independent experiment. Rights and public deployment remain unapproved.