{"id":"W4412375695","doi":"10.1109/access.2025.3587178","title":"A Comparative Review on Superdirectivite Antenna Systems in Modern Literature","year":2025,"lang":"en","type":"review","venue":"IEEE Access","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","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":[0.0005357328,0.000792515,0.0008251318,0.002896042,0.0002505766,0.001013128,0.0006297745,0.0007363457,0.005742442],"category_scores_gemma":[0.001251639,0.0003570049,0.0005242112,0.003551674,0.0003296734,0.001399611,0.0004456981,0.0008305415,0.002320939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004045278,"about_ca_system_score_gemma":0.0008199168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006213413,"about_ca_topic_score_gemma":0.0009517686,"domain_scores_codex":[0.9997362,0.00004415724,0.00004454824,0.00005381832,0.0001016199,0.0000195873],"domain_scores_gemma":[0.9992073,0.0004990024,0.00007972173,0.00002113409,0.0001692812,0.00002362472],"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":[0.00005823865,0.00005854034,0.0003167024,0.02950405,0.0000855678,0.000188361,0.0001177217,0.001302577,0.003497853,0.008436308,0.02554331,0.9308908],"study_design_scores_gemma":[0.000006530655,0.0001611527,0.0009441617,0.00538662,0.0001574805,0.001519476,0.0001228731,0.000401387,0.001280023,0.003442902,0.9865414,0.00003591614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004971063,0.9925019,0.001950568,0.0003166687,0.0003202182,0.00001033015,0.0000508378,0.0000214715,0.004330921],"genre_scores_gemma":[0.002310804,0.9944577,0.001360778,0.0002562912,0.0002675172,0.00001116166,0.0000713019,0.000007074577,0.001257296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005742442,"threshold_uncertainty_score":0.01921034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06223596399126619,"score_gpt":0.3562459450990478,"score_spread":0.2940099811077816,"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."}}