Set-up, validation, evaluation, and cost-benefit analysis of an AI-assisted assessment of responsible research practices in a sample of life science publications
Silke Kniffert, Ben Katthöfer, Robert Emprechtinger, Pasquale Pellegrini, Eva Maria Funk, Ishminder Singh Dhamrait, Yalei Zang, Ailyn Bornmüller, Ulf Toelch
This paper evaluates the use of LLMs to assess responsible research practices in scientific papers, finding comparable accuracy to single human reviewers but with variable performance across different practices.
bioRxiv · Feb 2, 2026 · PreprintScientific Communication & Education