{"id":"W4361005311","doi":"10.3390/vibration6020020","title":"Radio Frequency Cavity’s Analytical Model and Control Design","year":2023,"lang":"en","type":"article","venue":"Vibration","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Vibration; Reduction (mathematics); Shell (structure); Acoustics; Boundary value problem; Control theory (sociology); Observer (physics); Physics; Computer science; Engineering; Mechanical engineering; Control (management); Mathematics; Geometry","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":[0.0002085333,0.0004882105,0.000407025,0.0002266419,0.0002617577,0.0004974105,0.0006935436,0.0007381063,0.001810968],"category_scores_gemma":[0.0002845234,0.0002068916,0.0004088008,0.0001660773,0.0004072055,0.0003644094,0.0003618513,0.0004454576,0.0005316683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004564469,"about_ca_system_score_gemma":0.0006468645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607886,"about_ca_topic_score_gemma":0.001629718,"domain_scores_codex":[0.9998815,0.00001946684,0.000004333865,0.00002429447,0.00005789314,0.0000125043],"domain_scores_gemma":[0.9999297,0.00001459757,0.00001685821,0.000007741559,0.00002791363,0.000003320091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005149073,0.00004814858,0.0003646811,0.0002643179,0.00002097326,0.0002220088,0.0002230376,0.8050386,0.0937443,0.06916829,0.001330034,0.02952413],"study_design_scores_gemma":[0.000004716517,0.00003622615,0.00009902832,0.00001064802,0.000004627131,0.00004503149,0.00001525641,0.9912208,0.003211164,0.002062867,0.003281929,0.000007636565],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01598679,0.0005954857,0.9687473,0.0001838532,0.00005254364,0.0000838643,0.00007755026,0.0002514544,0.01402118],"genre_scores_gemma":[0.8462316,0.001577257,0.1339278,0.0001122804,0.00005309634,0.0005802534,0.0001268978,0.0000786797,0.01731223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002607886,"threshold_uncertainty_score":0.006058276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390371492177118,"score_gpt":0.3059196648972924,"score_spread":0.2668825156795806,"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."}}