{"id":"W4364380849","doi":"10.1103/physrevapplied.19.044033","title":"Synthesis of Modulated Dielectric Metasurfaces for Precise Antenna Beamforming","year":2023,"lang":"en","type":"article","venue":"Physical Review Applied","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beamforming; Antenna (radio); Dielectric; Materials science; Acoustics; Optics; Physics; Optoelectronics; Telecommunications; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001090514,0.0004242362,0.0002243,0.0001616383,0.00007506502,0.0003200193,0.0002987501,0.0003416606,0.0005683193],"category_scores_gemma":[0.0002357424,0.0001824412,0.0003099833,0.0001779094,0.000173385,0.0002881893,0.0002887234,0.0003447891,0.000528872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002595074,"about_ca_system_score_gemma":0.00015487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008433361,"about_ca_topic_score_gemma":0.0001643639,"domain_scores_codex":[0.9999149,0.00001022357,0.00000532282,0.00001418843,0.00004449638,0.00001091364],"domain_scores_gemma":[0.9998978,0.00002194909,0.00003076946,0.00001797473,0.00002354053,0.000007982259],"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":[0.0000214035,0.000008564507,0.00007330297,0.0000563541,0.00001033789,0.00005814785,0.00001864681,0.007585863,0.9767716,0.003638829,0.0001160399,0.01164095],"study_design_scores_gemma":[0.00002565102,0.0001796639,0.0003445732,0.00001717369,0.00001717432,0.0002785071,0.00001968016,0.09144269,0.8963169,0.001463746,0.009873754,0.00002040523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1782311,0.0008498743,0.8100256,0.0001791885,0.0001729254,0.00006849859,0.0002188024,0.0004681585,0.009785725],"genre_scores_gemma":[0.5307539,0.0007024137,0.4643215,0.0000802211,0.00004039387,0.00008835328,0.0002191667,0.000109702,0.003684398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0005683193,"threshold_uncertainty_score":0.001901269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906222729061782,"score_gpt":0.2618990237383689,"score_spread":0.2428367964477511,"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."}}