{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002047239,0.00006877303,0.0000887555,0.00007458251,0.00009642243,0.00006659261,0.00005407047,0.00002693638,0.00008821185],"category_scores_gemma":[0.000007190637,0.00006334727,0.00002825322,0.0001833405,0.00002105174,0.0001384805,0.00001355231,0.0001100321,0.00008022827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000189925,"about_ca_system_score_gemma":0.0001019288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003987059,"about_ca_topic_score_gemma":0.000002738821,"domain_scores_codex":[0.9993478,0.00005517664,0.00009551055,0.0001493243,0.0001226595,0.0002295179],"domain_scores_gemma":[0.9997277,0.00005213089,0.00001829805,0.0000996983,0.00003070788,0.00007152319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000069935,0.0001178146,0.0207125,0.00001791288,0.0001453526,0.000003684939,0.0004034873,0.04390485,0.1228523,0.784502,0.007447091,0.01982304],"study_design_scores_gemma":[0.0004552422,0.00004333947,0.002321978,0.000001949412,0.000009777167,1.92186e-7,0.00002034552,0.9671255,0.001307134,0.02859686,0.00004603068,0.00007167322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1667236,0.00002899865,0.8288353,0.001156649,0.0000232915,0.0002976959,0.00001616849,0.00006933297,0.00284898],"genre_scores_gemma":[0.9986576,0.000004435441,0.0005315887,0.00002886333,0.00006941453,0.00003352349,0.00003240793,0.000009436785,0.0006327294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9232206,"threshold_uncertainty_score":0.2583227,"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."}}