{"id":"W1975135108","doi":"10.3103/s073527271407005x","title":"Non-quarter-wave-length matching transformer","year":2014,"lang":"en","type":"article","venue":"Radioelectronics and Communications Systems","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformer; Narrowband; Impedance matching; Quarter (Canadian coin); Quarter-wave impedance transformer; Acoustics; Mathematics; Electrical impedance; Computer science; Electrical engineering; Engineering; Physics; Voltage; Telecommunications; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006121545,0.0002139972,0.0003087732,0.0001117932,0.0005826996,0.0002370558,0.0005884525,0.00006321145,0.0000430833],"category_scores_gemma":[0.000002135074,0.0002021654,0.0001014466,0.0002158031,0.00008325066,0.0001523172,0.00006922041,0.0005764881,0.00003898557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007405219,"about_ca_system_score_gemma":0.0001345244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004777029,"about_ca_topic_score_gemma":0.00004208984,"domain_scores_codex":[0.9983621,0.0001849396,0.0003510834,0.0002694431,0.0002024577,0.0006299272],"domain_scores_gemma":[0.9983194,0.0001333788,0.00009486386,0.00121396,0.00008002066,0.0001583431],"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":[0.000009077068,0.000158163,0.0010735,0.00004027898,0.000166254,1.248957e-7,0.0007430246,0.00007807916,0.003060225,0.9710319,0.0006609148,0.02297844],"study_design_scores_gemma":[0.003050385,0.0008602879,0.001002302,0.0001530361,0.0001406762,0.0000490876,0.002811953,0.5617021,0.001088996,0.03530424,0.3925856,0.001251243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.42825,0.01014263,0.2984759,0.00442259,0.0002879498,0.002181617,0.00005473943,0.0002389479,0.2559456],"genre_scores_gemma":[0.9981537,0.0003387186,0.0002918301,0.0000289049,0.0001191674,0.0001795958,0.00007137095,0.00003377954,0.0007828858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9357277,"threshold_uncertainty_score":0.8244064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685088496857169,"score_gpt":0.270357035131029,"score_spread":0.2535061501624573,"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."}}