gpbiometricspy 0.1.5

Release source frozen 2026-09-08.

See the repository 0.1.5 release notes for the complete stable-release summary.

The release preserves the frozen 406-export scientific contract while freezing 567 tests, 10,456/10,456 = 100% statement coverage, 5,629/5,648 = 99.6636% raw branch coverage, and the exact 19-arc structural-debt contract with 0 unexpected, 0 stale, and 0 unaudited branch debt.

Version 0.1.5 adds measurement-accountability methods and materially expands installed Studio wheel/sdist replay validation without changing the frozen R export surface.

The immutable v0.1.5 GitHub Release and PyPI publication are complete. The wheel SHA-256 is eb2474a7d3156b305c573a5327040038f6ec08ba7e5cf244952712b3d239c607 and the sdist SHA-256 is b8605ad8d402a948d0610dd40ff98985dedf6351b681b7e43294df38d10dc47e; protected Trusted Publishing also generated Sigstore attestations. Zenodo archives version 0.1.5 at 10.5281/zenodo.22672823. The previous 0.1.4 version DOI remains 10.5281/zenodo.22515782, the software concept DOI remains 10.5281/zenodo.22150872, and the frozen R reference remains 10.5281/zenodo.21434608 as provenance. Live repository development proceeds as 0.1.6.dev0 without changing the immutable 0.1.5 artifacts.