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 "citation": "@article{venugopal2026probing,\n  title={Materials Knowledge in Large Language Models: Learning, Expression, and Reliability},\n  author={Venugopal, Vineeth and Mahjoubi, Soroush and Olivetti, Elsa},\n  note={Under submission},\n  year={2026}\n}",
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