{"id":"W3048253515","doi":"10.1109/tmtt.2020.3011442","title":"Modeling of Input Nonlinearity and Waveform Engineered High-Efficiency Class-F Power Amplifiers","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Focus Microwaves (Canada); Ericsson (Canada); University of Calgary","funders":"National Research Council Canada; Alberta Innovates","keywords":"Amplifier; Waveform; Nonlinear system; Electrical impedance; Gallium nitride; Power (physics); Topology (electrical circuits); Electronic engineering; Computer science; Electrical engineering; Physics; Engineering; Materials science; CMOS","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":[0.0002133554,0.000231656,0.0002682305,0.0001290701,0.00007742787,0.00001904943,0.0001060308,0.0001467187,0.00002184691],"category_scores_gemma":[0.000007722588,0.0002319018,0.00005890754,0.0001780749,0.0001224335,0.0001605225,0.000002735605,0.0003749944,0.00000198836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002956408,"about_ca_system_score_gemma":0.00001247047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004826889,"about_ca_topic_score_gemma":0.000001600493,"domain_scores_codex":[0.9991303,0.00004000617,0.0002790494,0.0002462209,0.00009235552,0.0002120569],"domain_scores_gemma":[0.9995228,0.0001032067,0.00002472484,0.00018694,0.0000426818,0.000119668],"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":[0.0002157291,0.00006705025,8.406798e-7,0.0001696235,0.00008250212,0.000004759159,0.001514428,0.06921664,0.9023656,0.007811516,0.00002022017,0.01853114],"study_design_scores_gemma":[0.0002354087,0.0002086015,7.018809e-7,0.00005200727,0.00003883292,0.00001344091,0.0001533711,0.03276893,0.959233,0.006874884,0.0001392938,0.0002814996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1283209,0.000156237,0.8701193,0.00003300523,0.00006589686,0.0002306633,0.00006212052,0.0005263046,0.0004855147],"genre_scores_gemma":[0.9819506,0.0002655863,0.01757322,0.0001103592,0.00001749135,0.00001834983,0.00000261109,0.00004563489,0.00001608988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8536297,"threshold_uncertainty_score":0.945668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167002473596174,"score_gpt":0.2184907427699103,"score_spread":0.2068207180339485,"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."}}