Do Language Models Know What Compelling Scientific Evidence Looks Like?

arXiv:2610.41015v1 Announce Type: cross Abstract: Expert scientists excel at weighing empirical findings from multiple sources that vary in both statistical reliability and epistemic relevance. To what extent are language models, which are increasingly driving