@article{addressinglogicalfallaciesinscientificre, title = {Addressing Logical Fallacies In Scientific Reasoning From Large Language Models: Towards a Dual-Inference Training Framework}, author = {Peter B. Walker and Hannah Davidson and Aiden Foster and Matthew Lienert and Thomas Pardue and Dale Russell}, year = {2025}, eprint = {2512.04228}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.04228}, }