{"id":"W4226411250","doi":"10.1103/physrevapplied.17.044019","title":"Heat Transport in Silicon Nitride Drum Resonators and its Influence on Thermal Fluctuation-Induced Frequency Noise","year":2022,"lang":"en","type":"article","venue":"Physical Review Applied","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Thermal conductivity; Resonator; Noise (video); Thermal conduction; Physics; Silicon nitride; Condensed matter physics; Work (physics); Materials science; Thermal; Noise-equivalent power; Silicon; Optoelectronics; Atomic physics; Optics; Thermodynamics; Detector","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":[0.000455874,0.0003298755,0.0001846333,0.000165686,0.0002059518,0.0003741068,0.000288341,0.0003359077,0.0007425757],"category_scores_gemma":[0.001282817,0.000173035,0.0001688961,0.0001611907,0.0005739839,0.0005100699,0.0001998585,0.0003161127,0.0001382081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004857023,"about_ca_system_score_gemma":0.0001941569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161211,"about_ca_topic_score_gemma":0.0007673425,"domain_scores_codex":[0.9997746,0.00004233428,0.000008917719,0.00007001009,0.0000665191,0.00003757032],"domain_scores_gemma":[0.9994677,0.0003330932,0.00009476025,0.00003424332,0.00005066243,0.0000196569],"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":[0.0001367044,0.00003463841,0.001672805,0.00005249418,0.00001124478,0.0001785221,0.0001473775,0.01343173,0.980945,0.001367092,0.0000769374,0.001945545],"study_design_scores_gemma":[0.00001386452,0.0002776543,0.006904089,0.00001464125,0.00001271263,0.0001014591,0.0001144267,0.2254919,0.7663091,0.0003869326,0.000336161,0.00003705819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924218,0.0002077522,0.006254802,0.00008159577,0.00001480713,0.000007776406,0.00005191115,0.0000537376,0.0009057287],"genre_scores_gemma":[0.9989851,0.0000792701,0.0007292024,0.000008067525,0.000002938188,0.000005894969,0.00001595596,0.00000871363,0.0001648519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001161211,"threshold_uncertainty_score":0.003524065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123132751320686,"score_gpt":0.2630252013263651,"score_spread":0.2507119261942965,"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."}}