{"id":"W4391683917","doi":"10.1103/physrevlett.132.066003","title":"Resonant Ultrasound Spectroscopy for Irregularly Shaped Samples and Its Application to Uranium Ditelluride","year":2024,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Maryland Quantum Materials Center; Basic Energy Sciences; Materials Research Science and Engineering Center, Harvard University; National Institute of Standards and Technology; University of Maryland; Gordon and Betty Moore Foundation; U.S. Department of Energy; National Institutes of Health; National Science Foundation","keywords":"Resonant ultrasound spectroscopy; Tensor (intrinsic definition); Spectroscopy; Elastic modulus; Materials science; Elasticity (physics); Superconductivity; Uranium; Physics; Condensed matter physics; Computational physics; Geometry; Nuclear physics; Mathematics; Composite material; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003236755,0.0002551443,0.0002190681,0.0005726014,0.0002867502,0.0003687689,0.0004242352,0.0004875004,0.0009455947],"category_scores_gemma":[0.000657679,0.0002944435,0.0001089212,0.0004762845,0.0008968018,0.0004839969,0.0005169843,0.0004887345,0.000224505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002497839,"about_ca_system_score_gemma":0.0001078758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007346054,"about_ca_topic_score_gemma":0.001113398,"domain_scores_codex":[0.9997708,0.00003518573,0.000008574941,0.00005200506,0.0001048094,0.0000286282],"domain_scores_gemma":[0.9997349,0.0001198374,0.00004685644,0.00005865328,0.00002750894,0.00001218108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004355672,0.00001190902,0.0004302663,0.00009398037,0.000004629746,0.0001568427,0.000149756,0.001417938,0.984322,0.00428491,0.0001985893,0.008885884],"study_design_scores_gemma":[0.00001860927,0.0001714816,0.003540382,0.00001740618,0.00001188942,0.0005469273,0.0001525752,0.0412961,0.9471636,0.002570007,0.004460291,0.00005074652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8750468,0.004376125,0.1091183,0.0006567931,0.0001109431,0.00009184064,0.0002154304,0.0005430967,0.00984055],"genre_scores_gemma":[0.9505557,0.001994885,0.04581355,0.00005159099,0.00002880198,0.00005480249,0.00007560572,0.000040382,0.001384615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009455947,"threshold_uncertainty_score":0.003163338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654432864585478,"score_gpt":0.266690023560216,"score_spread":0.2501456949143612,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}