{"id":"W4391384258","doi":"10.3390/vibration7010007","title":"Modelling and Control of Longitudinal Vibrations in a Radio Frequency Cavity","year":2024,"lang":"en","type":"article","venue":"Vibration","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; TRIUMF","keywords":"Controllability; Vibration; Controller (irrigation); Radio frequency; Interference (communication); Observability; Electromagnetic interference; Computer science; Acoustics; Engineering; Control theory (sociology); Physics; Electronic engineering; Telecommunications; Control (management)","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":[0.0000864561,0.00006645652,0.0001069307,0.0001825842,0.00002124524,0.00004510665,0.00002436061,0.00004639132,0.00003515957],"category_scores_gemma":[0.000006446776,0.00006737951,0.00002911444,0.0002771151,0.00001624368,0.0003729776,0.000003032733,0.00007099711,0.00000450172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003131316,"about_ca_system_score_gemma":0.00001955923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007055325,"about_ca_topic_score_gemma":0.0001467045,"domain_scores_codex":[0.9995381,0.00001632644,0.000199511,0.0001037655,0.00007172389,0.00007051982],"domain_scores_gemma":[0.9998461,0.00003253542,0.00001243881,0.00006971467,0.00001490176,0.00002429102],"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":[0.000001769933,0.000006241908,0.001731894,0.00005646924,0.00002372228,0.000002306931,0.0003114434,0.9805346,0.006159019,0.01057008,0.00001343664,0.0005889883],"study_design_scores_gemma":[0.0001207793,0.000009324027,0.001193237,0.00002620337,0.00002134565,0.000002012306,0.00002345352,0.9960648,0.0005147044,0.001950334,0.00001083718,0.0000629053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08227327,0.0007076133,0.9160457,0.0001013607,0.0000671026,0.00007572077,0.0000113034,0.00009520815,0.000622717],"genre_scores_gemma":[0.9962358,0.00007281421,0.003598906,0.000007789877,0.00002979508,0.00001057781,0.00002127577,0.000009354961,0.00001369622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9139625,"threshold_uncertainty_score":0.2747657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034681597247916,"score_gpt":0.213679569296076,"score_spread":0.2033327533235968,"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."}}