{"id":"W4380450960","doi":"10.1109/tap.2023.3284145","title":"Power Pattern Synthesis With Peripherally Excited Phased Arrays","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Antennas and Propagation","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phased array; Antenna (radio); Optics; Beam (structure); Particle swarm optimization; Broadside; Aperture (computer memory); Phased-array optics; Beam steering; Physics; Phase (matter); Excitation; Waveguide; Reconfigurable antenna; Computer science; Acoustics; Radiation pattern; Algorithm; Antenna efficiency; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007708101,0.0001542484,0.0001228804,0.0001777536,0.0001287462,0.00005968504,0.00004288999,0.00006795404,0.000149284],"category_scores_gemma":[0.000002093831,0.0001287411,0.00003451895,0.0003815121,0.00003681395,0.000189707,1.964329e-7,0.0001150085,0.00004817421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002428251,"about_ca_system_score_gemma":0.00001008088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006480467,"about_ca_topic_score_gemma":0.00001360821,"domain_scores_codex":[0.9993452,0.00002474805,0.0001430488,0.0001732887,0.0001346315,0.0001790142],"domain_scores_gemma":[0.9997104,0.0000382304,0.00002195623,0.0001152649,0.00005205241,0.00006204627],"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":[0.0005297062,0.0002580921,0.0001979991,0.0003350606,0.0003604002,0.00006751718,0.004638433,0.4893779,0.299761,0.00004948552,0.0006369498,0.2037875],"study_design_scores_gemma":[0.0006332794,0.0002097922,0.0008176829,0.0001472254,0.0000414881,0.00001809607,0.0004284694,0.9712779,0.02583338,0.00001682551,0.0002416068,0.0003342727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.052301,0.00001982307,0.9460732,0.000231394,0.000155048,0.0002166783,0.00001860083,0.000609439,0.0003748584],"genre_scores_gemma":[0.9989534,0.0002402706,0.0003707997,0.00007673797,0.00001787391,0.0000736881,0.000009033608,0.00004217194,0.0002160354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9466524,"threshold_uncertainty_score":0.5249909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000026561879757,"score_gpt":0.1965959961323354,"score_spread":0.1865957305135378,"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."}}