{"id":"W2971492779","doi":"10.1109/mwsym.2019.8701108","title":"Low-Cost Planar RF MEMS-Based Attenuator","year":2019,"lang":"en","type":"article","venue":"","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"C-COM Satellite Systems","keywords":"Attenuator (electronics); Coplanar waveguide; Attenuation; Microelectromechanical systems; Planar; Materials science; Insertion loss; Radio frequency; Optoelectronics; Magnet; Microwave; Electrical engineering; Electromagnetic coil; Optics; Computer science; Engineering; Telecommunications; Physics","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":[0.00009040954,0.0003699619,0.0002562465,0.0002725755,0.0001566913,0.0003060995,0.0006189407,0.0002918858,0.001222684],"category_scores_gemma":[0.0001617833,0.0002049635,0.0001650121,0.0001328004,0.0001732911,0.0003482636,0.0002738858,0.0003076777,0.0007573297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000221772,"about_ca_system_score_gemma":0.0001799307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002580962,"about_ca_topic_score_gemma":0.000526061,"domain_scores_codex":[0.9998493,0.00001193926,0.000004935262,0.00003164623,0.00008191798,0.00002034915],"domain_scores_gemma":[0.9998854,0.00002255681,0.00004032376,0.000009658828,0.00003417951,0.000007859068],"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":[0.0001005806,0.0000163258,0.0005052353,0.0001311982,0.00001551402,0.0001321084,0.00003384213,0.0006070579,0.9763473,0.001009978,0.000583021,0.02051792],"study_design_scores_gemma":[0.00003848928,0.0009339393,0.003451205,0.00001985844,0.000106219,0.001218613,0.00005107811,0.01379467,0.9535517,0.0001896962,0.02661183,0.00003268831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6380019,0.006473058,0.3308581,0.0006239531,0.0004460178,0.0002212189,0.0002980038,0.003199968,0.0198778],"genre_scores_gemma":[0.8527724,0.001094586,0.1336845,0.0002420218,0.0001979363,0.00007128141,0.0002522818,0.00007289168,0.01161226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001222684,"threshold_uncertainty_score":0.00409025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006815329008922694,"score_gpt":0.1918576744769575,"score_spread":0.1850423454680348,"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."}}