{"id":"W4210298459","doi":"10.1109/memc.2021.9705305","title":"2022 IEEE International Microwave Symposium","year":2021,"lang":"en","type":"article","venue":"IEEE Electromagnetic Compatibility Magazine","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microwave; Engineering; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006002483,0.0007910919,0.0003551043,0.0009223567,0.000724329,0.001957798,0.0004798055,0.001311,0.06591787],"category_scores_gemma":[0.0004636227,0.0002781635,0.0003806522,0.0004940639,0.0002802746,0.0008606566,0.0007114795,0.0009308183,0.03668839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000437086,"about_ca_system_score_gemma":0.0006627397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006440826,"about_ca_topic_score_gemma":0.002325492,"domain_scores_codex":[0.9997262,0.00004710614,0.000008579148,0.00003146516,0.0001322746,0.00005429303],"domain_scores_gemma":[0.99967,0.00002574971,0.00000973258,0.00004235,0.0001903973,0.00006173259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002855933,0.0002235655,0.001109401,0.0001955465,0.00006280454,0.0003461817,0.0001380107,0.0008775858,0.03701463,0.01300486,0.5957499,0.3509919],"study_design_scores_gemma":[0.00001325856,0.000090989,0.0009859804,0.00004451933,0.00003388251,0.0002742747,0.0000617262,0.002214172,0.007235642,0.001452701,0.9875804,0.00001246731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01993337,0.01032485,0.05106209,0.009047369,0.03499213,0.0001003178,0.0004308165,0.002376677,0.8717324],"genre_scores_gemma":[0.0540205,0.003970793,0.007402172,0.001369882,0.003392115,0.00006569553,0.0007872874,0.0003111338,0.9286805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9340822,"threshold_uncertainty_score":0.2205173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274460582655745,"score_gpt":0.2394544975022751,"score_spread":0.2267098916757177,"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."}}