Uncertainty-Aware Web-Conditioned Scientific Fact-Checking
arXiv:2604.11036v1 Announce Type: new
Abstract: Scientific fact-checking is vital for assessing claims in specialized domains such as biomedicine and materials science, yet existing systems often hallucinate or apply inconsistent reasoning, especially…