{"id":"W4408325954","doi":"10.1109/globecom52923.2024.10901394","title":"Aperture Selection for CAP Arrays (CAPAs)","year":2024,"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 Alberta","funders":"","keywords":"Selection (genetic algorithm); Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0003008446,0.0007456889,0.0004199697,0.0003036396,0.0004218482,0.0007154318,0.0006141022,0.0007213576,0.001764466],"category_scores_gemma":[0.001232737,0.0002203119,0.0002742054,0.0007026979,0.0004717568,0.0007760507,0.0008628963,0.000620383,0.0008692055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196859,"about_ca_system_score_gemma":0.0003118327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002394151,"about_ca_topic_score_gemma":0.000294313,"domain_scores_codex":[0.9994668,0.0001723965,0.00001821534,0.0001121215,0.0001812776,0.00004921375],"domain_scores_gemma":[0.9992894,0.000304758,0.0001168602,0.00008114283,0.0001564069,0.00005138967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005172761,0.0001273864,0.002130176,0.0005083805,0.0001075184,0.0007368664,0.0002359673,0.1986116,0.1919583,0.1033571,0.01202264,0.4896867],"study_design_scores_gemma":[0.00003153326,0.0006499904,0.0007420013,0.00004324146,0.00003712597,0.001398966,0.00007963658,0.9270256,0.03167453,0.01875761,0.01950388,0.00005592606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01444286,0.0007338853,0.9757248,0.0001389649,0.0001511033,0.00003361964,0.00004910722,0.000288743,0.008436808],"genre_scores_gemma":[0.6545293,0.0008570213,0.3403857,0.0003856792,0.0002990421,0.0001595494,0.0001625314,0.00004814625,0.003172935],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001764466,"threshold_uncertainty_score":0.005902767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007678029971095828,"score_gpt":0.2017241127298499,"score_spread":0.1940460827587541,"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."}}