TY - RPRT TI - On the Need to Align Intent and Implementation in Uncertainty Quantification for Machine Learning AU - Trivedi, Shubhendu [MIT] (ORCID:0000000312374301) AU - Nord, Brian D. [Fermilab; Chicago U., Astron. Astrophys. Ctr.; Chicago U., KICP] (ORCID:0000000167068972) PY - 2025 DO - 10.48550/arxiv.2506.03037 UR - https://www.osti.gov/biblio/2569137 ID - 2569137 ER -