Local Level Lab

Airborne measurements. Open methods.

Calibration-box projection with the correct reference identity

Repeat the saved-data question under a separate freeze: can the training constraints narrow individual calibration parameters while retaining every physical and shared coordinate?

The first audit rejected all six inputs before any numerical proposal. Its wrapper confused the full reference identity with the identity of an older subset of shared coordinates. Those failed starts remain unchanged. The corrected wrapper checks the full reference identity used by the training region.

Use exactly the same six saved input bundles. Keep the original domain, all 30 training inequalities and all 51 coordinates. Project the 27 physical parameters; independently verify both signed support certificates for each parameter.

This separate allowance is six identities, one thread, 600 cooperative seconds, 324 numerical proposals and 972 exact checks, with no retries. Charge proposals and checks before execution in indexed journals. There are no native calls, new trajectory bounds, aircraft reads or model fits. Preserve the original failed usefulness labels; this diagnostic cannot qualify prediction uncertainty.