Inspectable AI for Science: A Research Object Approach to Generative AI Governance. - Ruta Binkyte; Sharif Abuaddba; Chamikara Mahawaga; Ming Ding 001; Natasha Fernandes; Mario Fritz (CoRR, 2026)