Evidence

clifford_shape_penalty.py

IDWT's physical premise is one infinite-dimensional manifold with all sectors nested as submanifolds. Particle depth counts macroscopic spatial dimensions; matrix and field-component counts in a calculation add no physical dimensions.

Calculation record

A scalar/vector shape penalty for the reconstructed polarization core.

This is an inverse action term. Its fixed-frame form is not a complete
Lorentz-covariant model; the retained-frame completion must be varied too.
The mass-frequency is still read from the unchanged oscillatory branch.

Research context

Interpret numerical checks within the assumptions and limitations documented in these notes.