{"id":"W2117299283","doi":"10.1109/broadcom.2008.81","title":"Low Cost Active Antenna Arrays &amp;#150; Dependence on Array Configuration","year":2008,"lang":"en","type":"article","venue":"","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Antenna (radio); Noise figure; Phase shift module; Low-noise amplifier; Electronic engineering; Computer science; Amplifier; Wireless; Electrical engineering; Telecommunications; Engineering; Insertion loss; Bandwidth (computing)","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":[0.00004019522,0.0001479289,0.0001239324,0.00007333222,0.0001004277,0.00002057965,0.00008478739,0.00008611445,0.0004089955],"category_scores_gemma":[0.0000299799,0.0001358835,0.00003882998,0.0001466879,0.00003646606,0.0002451256,0.000003281749,0.0001386363,0.0005936546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006465491,"about_ca_system_score_gemma":0.00001748631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000095012,"about_ca_topic_score_gemma":0.00002460692,"domain_scores_codex":[0.9993095,0.00001706922,0.0001481013,0.0001641756,0.0001631554,0.0001979585],"domain_scores_gemma":[0.9996233,0.00004236252,0.00002493884,0.0001675104,0.00006932859,0.00007256801],"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":[0.000212253,0.0001879228,0.0005020333,0.00005382643,0.00009917366,0.000041512,0.002499708,0.1602868,0.8161898,0.002790461,0.00855015,0.008586368],"study_design_scores_gemma":[0.001460125,0.0001625469,0.007916645,0.0001465182,0.00002544425,0.0001093683,0.0004767275,0.3842755,0.5995542,0.000177844,0.004583149,0.001111927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01444487,0.00001379256,0.9464746,0.00004980586,0.0002076071,0.0002278579,0.000005451418,0.0003739758,0.03820202],"genre_scores_gemma":[0.9938939,0.0002196071,0.003634209,0.0001928331,0.00007720255,0.00001991944,0.00004686907,0.00002718956,0.001888266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.979449,"threshold_uncertainty_score":0.7630427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316572176881449,"score_gpt":0.2206990067153818,"score_spread":0.1975332849465673,"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."}}