{"id":"W3194362334","doi":"10.1109/antem51107.2021.9518755","title":"UHF Wideband GaAs MMIC LNA","year":2021,"lang":"en","type":"article","venue":"","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Victoria; Herzberg Institute of Astrophysics","funders":"","keywords":"Monolithic microwave integrated circuit; Wideband; Ultra high frequency; Electrical engineering; Optoelectronics; Electronic engineering; Engineering; Materials science; Telecommunications; Bandwidth (computing); Amplifier","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0000470862,0.0001161981,0.0001217054,0.00004115905,0.00002242213,0.00004170146,0.0001000576,0.000073451,0.001930556],"category_scores_gemma":[0.00003330277,0.0001114813,0.00004835705,0.0002326258,0.0000154686,0.0001013371,7.113474e-7,0.0001482103,0.0006141739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000797461,"about_ca_system_score_gemma":0.00003539584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002134118,"about_ca_topic_score_gemma":0.00003238151,"domain_scores_codex":[0.9993768,0.00001610941,0.0001454426,0.0001404682,0.0001019143,0.0002192618],"domain_scores_gemma":[0.9995793,0.00003479858,0.00000641891,0.0002660849,0.0000448216,0.00006861563],"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":[8.139027e-7,0.0000154642,0.000378686,0.00003524393,0.00009567861,0.0002805889,0.0001370801,0.005730947,0.8819341,0.01011968,0.09306381,0.008207895],"study_design_scores_gemma":[0.0001579348,0.00000942386,0.000232005,0.00002041823,0.00001334263,0.0001193147,0.00007656801,0.002328872,0.9676541,0.002206794,0.02695759,0.0002236423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02768406,0.001654607,0.01215058,0.0001085749,0.0006390408,0.00006026418,0.000003841687,0.0007643914,0.9569346],"genre_scores_gemma":[0.9940723,0.00009788526,0.0002566254,0.0001623164,0.00007234233,0.000009109711,0.00000755722,0.00003445777,0.005287398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9663882,"threshold_uncertainty_score":0.9989818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009821012607810906,"score_gpt":0.1886060952957284,"score_spread":0.1787850826879175,"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."}}