{"id":"W3196937377","doi":"10.1109/lawp.2021.3110161","title":"Guided-Wave-Excited Binary Huygens’ Metasurfaces for Dynamic Beamforming","year":2021,"lang":"en","type":"article","venue":"IEEE Antennas and Wireless Propagation Letters","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Binary number; Excited state; Beamforming; Physics; Optics; Computer science; Telecommunications; Mathematics; Quantum mechanics","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":[0.0006527432,0.0002323931,0.0003835352,0.00007850432,0.0004381612,0.0002364772,0.0001356982,0.00007664186,0.0001258551],"category_scores_gemma":[0.000044374,0.0002029881,0.00009622108,0.0002284518,0.0001301647,0.0003633619,0.00004819689,0.00006719572,0.00003140837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000032375,"about_ca_system_score_gemma":0.0000569801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000299557,"about_ca_topic_score_gemma":0.00001268535,"domain_scores_codex":[0.998199,0.0001056258,0.0005202607,0.0005559165,0.0002406819,0.0003785342],"domain_scores_gemma":[0.9989545,0.00009046282,0.0002601863,0.0003426585,0.0002442728,0.0001078933],"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":[0.00002089029,0.00002682084,0.00004668171,0.0001195494,0.00002508173,0.000009254649,0.0001389276,0.0002787627,0.9972507,0.0004081294,0.0007622793,0.0009129617],"study_design_scores_gemma":[0.0005831852,0.00003848325,0.0007844044,0.00007079906,0.00009787312,0.00005352915,0.0001663033,0.02266413,0.9713165,0.0002106111,0.003673808,0.0003404304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517882,0.0003532053,0.04302625,0.003333907,0.0006912163,0.0005557909,0.0001278385,0.00009900708,0.00002460662],"genre_scores_gemma":[0.9782645,0.0002845193,0.01924313,0.001472348,0.00007990133,0.0002038782,0.0001354657,0.00003852408,0.0002777501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02647631,"threshold_uncertainty_score":0.8277616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487346758912056,"score_gpt":0.2742124409888747,"score_spread":0.2393389733997541,"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."}}