Towards Foundation Models: Evaluation of Geoscience Artificial Intelligence with Uncertainty. - Samuel Myren; Nidhi Parikh; Rosalyn Rael; Garrison Flynn; Dave Higdon; Emily Casleton (CoRR, 2025)