{"id":"W2188380318","doi":"10.1063/1.4936594","title":"Note: A cryogenic, ultra-high-vacuum, microwave filter which passes a narrow beam","year":2015,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microwave; Materials science; Optics; Beam (structure); Tube (container); Filter (signal processing); Radiation; Cryogenics; Vacuum tube; Optoelectronics; Physics; Electrical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001290549,0.0002627492,0.0004998969,0.0001558238,0.0001852217,0.0001701097,0.0006633491,0.00005268965,0.00100138],"category_scores_gemma":[0.00004969022,0.0002203571,0.0002123601,0.0009899805,0.0001610634,0.0002826232,0.0001389043,0.0002951338,0.0005066856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051764,"about_ca_system_score_gemma":0.0007767681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000894696,"about_ca_topic_score_gemma":0.00001196371,"domain_scores_codex":[0.9971138,0.0001300809,0.0005969615,0.0005629559,0.0008910491,0.000705131],"domain_scores_gemma":[0.9979923,0.00002772107,0.0002583975,0.0007187285,0.0006874803,0.0003153989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001103813,0.002245966,0.0177074,0.00670335,0.0005975763,0.000005702101,0.0009723557,0.000006672379,0.370575,0.02110892,0.192537,0.3874298],"study_design_scores_gemma":[0.003244793,0.0004079728,0.0007912999,0.004849199,0.0002198761,0.00001370269,0.0002352853,0.00023846,0.6844161,0.005128601,0.2994493,0.001005444],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752353,0.004978826,0.0001608989,0.0008606454,0.001012656,0.001210621,0.0001916817,0.00003329771,0.01631602],"genre_scores_gemma":[0.9953065,0.0003479597,0.0006004008,0.0001091035,0.00009893027,0.00007573299,0.0002500837,0.00002607458,0.00318525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3864243,"threshold_uncertainty_score":0.9999118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978530572675091,"score_gpt":0.3113528090148038,"score_spread":0.2815675032880529,"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."}}