{"id":"W3048505973","doi":"10.1017/s1759078720001014","title":"EuMW 2019 Special Issue","year":2020,"lang":"en","type":"article","venue":"International Journal of Microwave and Wireless Technologies","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Content (measure theory); Action (physics); Database; Mathematics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00004667543,0.0001085532,0.0001683661,0.0001253176,0.00001511758,0.00004298678,0.000407636,0.00008598698,0.00003613196],"category_scores_gemma":[0.0000504766,0.00009857761,0.00005020746,0.0000758669,0.000080215,0.0001935587,0.00007726815,0.0002716685,0.00003457654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003435865,"about_ca_system_score_gemma":0.00001218234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.28368e-7,"about_ca_topic_score_gemma":6.104968e-7,"domain_scores_codex":[0.9993713,0.000005317856,0.0002616375,0.00008291851,0.0001684089,0.000110441],"domain_scores_gemma":[0.9996591,0.00003760572,0.00008692006,0.00005908339,0.0001226488,0.0000346634],"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":[0.00007976456,0.00001972997,0.0004486573,0.00002247006,0.0002685219,0.0002732861,0.0005406066,0.0007655019,0.3902073,0.001447363,0.1339635,0.4719633],"study_design_scores_gemma":[0.0008723636,0.0001679391,0.000357358,0.0001085194,0.00002375171,0.0004298463,0.001255756,0.001007592,0.568279,0.005661848,0.4215093,0.0003267103],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845063,0.007800519,0.2684672,0.0240567,0.005354923,0.0002246972,0.00006787292,0.001190027,0.008331727],"genre_scores_gemma":[0.9914297,0.002713468,0.004403534,0.0001439885,0.001250507,7.963159e-7,0.000001496948,0.00001743292,0.00003902354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4716366,"threshold_uncertainty_score":0.4019878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009791031130020179,"score_gpt":0.2252972540177054,"score_spread":0.2155062228876852,"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."}}