Bridging the Gap on AI-Assisted Scientific Software Development Through Transparency and Traceability. - Chaitanya Bhave; Pierre-Clément A. Simon; Casey Icenhour; Lin Yang; Cody J. Permann; Daniel Schwen (CoRR, 2026)