# Transfer Validation module

This wrapper contains the completed `UNNS_GRAVITY_BRIDGE_v0_1` project and its original experiment PDF.

The module tests whether galaxy structural fingerprints transfer into prediction of gravitational discrepancy under a static whole-galaxy architecture.

Its contribution is precise:

- compact signatures did not improve held-out prediction;
- complete curves retained galaxy identity;
- correct curve assignment beat shuffled assignment;
- the combined global gain was small and fold-dependent;
- ρ was the strongest transfer-sensitive channel;
- the next transfer question is local or regime-conditioned rather than another global summary model.

This is a completed transfer-architecture result, not a negation of the structural-fingerprint programme.
