{"id":"W3109431436","doi":"10.1109/access.2020.3037625","title":"IEEE Access Special Section: Antenna and Propagation for 5G and Beyond","year":2020,"lang":"en","type":"article","venue":"IEEE Access","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Special section; Computer science; Section (typography); Telecommunications; Antenna (radio); Computer network; 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":[0.00005098159,0.0001361154,0.0001625705,0.00005489984,0.00008860319,0.0002297637,0.00013119,0.00007701503,0.00001033254],"category_scores_gemma":[0.00002814925,0.0001425043,0.00001854375,0.0001969037,0.00002501992,0.001358222,0.00001654575,0.00008390982,0.00000197531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003050787,"about_ca_system_score_gemma":0.000009439735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005502283,"about_ca_topic_score_gemma":0.00002344413,"domain_scores_codex":[0.9993336,0.00001065237,0.0001960224,0.0002312026,0.00007739927,0.0001511664],"domain_scores_gemma":[0.9996693,0.00003441919,0.0000533543,0.00008732088,0.00007174626,0.00008384755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004618287,0.00006726258,0.01160767,0.004882743,0.0002537441,0.0000274327,0.004534828,0.7681677,0.1219213,0.0005475613,0.03977532,0.04775259],"study_design_scores_gemma":[0.002780904,0.0001921479,0.00329888,0.0001214531,0.00008323378,0.00004209253,0.000162716,0.8770502,0.106184,0.0008527263,0.008295418,0.00093625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1049113,0.0001998677,0.888581,0.0002770356,0.002979014,0.0009432893,0.0000256404,0.0003077532,0.00177511],"genre_scores_gemma":[0.9936802,0.0001029663,0.0008490535,0.0001370296,0.005049014,0.0000849978,0.00001260946,0.00004439845,0.00003966673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8887689,"threshold_uncertainty_score":0.5811156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879730290809104,"score_gpt":0.2740741080968485,"score_spread":0.2452768051887574,"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."}}