Uncertainty-Aware Web-Conditioned Scientific Fact-Checking

Ashwin Vinod, Katrin Erk

Scientific fact-checking is vital for assessing claims in specialized domains such as biomedicine and materials science, yet existing systems often hallucinate or apply inconsisten…