Modulign Standard: Automated Classifier Certification Framework

Vince Gonzalez · ORCID 0009-0005-3640-014X · 2026-04-13 · Technical note · CC-BY-4.0

Read the PDF DOI: 10.5281/zenodo.19559602 All papers

Abstract

The Modulign Standard v3.0 permits automated systems (%AUT) to produce classifications, including ^EVID-grade classifications, provided domain competence requirements are met.  Version 3.0 does not specify how an automated system achieves or demonstrates competence certification.  This appendix establishes that framework.

Cite it

Gonzalez, V. (2026). Modulign Standard:  Automated Classifier Certification Framework.
  Zenodo. https://doi.org/10.5281/zenodo.19559602