{"id":"W4392703633","doi":"10.1063/4.0000224","title":"Ultrafast electron diffuse scattering as a tool for studying phonon transport: Phonon hydrodynamics and second sound oscillations","year":2024,"lang":"en","type":"article","venue":"Structural Dynamics","topic":"Thermal properties of materials","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Phonon; Boltzmann equation; Physics; Scattering; Ballistic conduction; Excitation; Time evolution; Condensed matter physics; Electron; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000221889,0.0002897219,0.0001814816,0.000540245,0.0002553772,0.0003050632,0.0002375988,0.0003025719,0.0006183102],"category_scores_gemma":[0.0003299683,0.0001563755,0.0001473231,0.0003623149,0.0006282338,0.0005960611,0.0002613971,0.0004325125,0.00008543175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139898,"about_ca_system_score_gemma":0.0001704583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031175,"about_ca_topic_score_gemma":0.0009417359,"domain_scores_codex":[0.9999323,0.00001168371,0.000002006829,0.00001594434,0.00002650473,0.00001160296],"domain_scores_gemma":[0.9998679,0.00006316349,0.00001881021,0.00002068589,0.00001484774,0.00001446418],"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":[0.0001320218,0.00007469967,0.004726987,0.0001293092,0.00001344802,0.000133672,0.0003107575,0.008817731,0.952494,0.01454671,0.0001960261,0.0184246],"study_design_scores_gemma":[0.00003280083,0.0002281822,0.0137231,0.00002988504,0.00001461943,0.0004813933,0.0002983635,0.301764,0.6725945,0.007919126,0.002870363,0.00004363394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310884,0.0008620641,0.06444599,0.0001254748,0.00002702231,0.0000210997,0.00008092891,0.0001657511,0.003183185],"genre_scores_gemma":[0.9834673,0.0002969906,0.01535595,0.00001547144,0.000005665375,0.00001195313,0.00004280801,0.00001853549,0.000785434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001031175,"threshold_uncertainty_score":0.00227809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009473650267710325,"score_gpt":0.2439137332282259,"score_spread":0.2344400829605156,"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."}}