@misc{indiciaead0ce5e3436a, title = {On the Need to Align Intent and Implementation in Uncertainty Quantification for Machine Learning}, author = {Trivedi, Shubhendu [MIT] (ORCID:0000000312374301) and Nord, Brian D. [Fermilab; Chicago U., Astron. Astrophys. Ctr.; Chicago U., KICP] (ORCID:0000000167068972)}, year = {2025}, doi = {10.48550/arxiv.2506.03037}, url = {https://www.osti.gov/biblio/2569137}, note = {Source identifier: 2569137} }