Modulign Standard: Automated Classifier Certification Framework

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.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-13
DOI
https://doi.org/10.5281/zenodo.19559601
Primary Topic
AI-based Problem Solving and Planning
Type
article
Field-Weighted Citation Impact
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article

Modulign Standard: Automated Classifier Certification Framework

Vincent Gonzalez
Zenodo (CERN European Organization for Nuclear Research)
AI-based Problem Solving and Planning
article

Modulign Standard: Automated Classifier Certification Framework

Vincent Gonzalez
article en

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.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 17%
AI-based Problem Solving and Planning
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Modulign Standard: Automated Classifier Certification Framework — Vincent Gonzalez · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS