{"id":"W4387730824","doi":"10.36227/techrxiv.24312496","title":"Dynamic Metasurface Reflectors Based on Coupled Resonators for Simultaneous Magnitude and Phase Control","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Ministère de la Défense Nationale","keywords":"Varicap; Reflector (photography); Resonator; Optics; Beamforming; Beam (structure); Capacitance; Beam steering; Optoelectronics; Phase (matter); PIN diode; Physics; Diode; Materials science; Electronic engineering; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002733426,0.0005648829,0.0007736887,0.0002798782,0.00008711354,0.0000548719,0.0003097813,0.0004439343,0.00001553106],"category_scores_gemma":[0.0007928248,0.0005069184,0.0001824692,0.0001602422,0.00009347094,0.0000368089,0.00009304466,0.0006269939,0.0000184736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513688,"about_ca_system_score_gemma":0.0000380508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001482729,"about_ca_topic_score_gemma":0.00005468369,"domain_scores_codex":[0.9982206,0.00002358781,0.0003958701,0.0006256613,0.0002264735,0.0005078333],"domain_scores_gemma":[0.9979336,0.001157295,0.00008948959,0.000615899,0.00009983301,0.0001039264],"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":[0.0001759115,0.00004947872,0.000008087979,0.0004426506,0.0001965848,0.00004170918,0.00001782971,0.9830431,0.01254479,0.0001084553,0.0002118959,0.003159477],"study_design_scores_gemma":[0.002578939,0.0002054965,0.000009600906,0.0001221418,0.0001747435,0.000001092725,0.00007323189,0.9898275,0.001732022,0.002229089,0.002499866,0.0005462559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2619344,0.002554816,0.7197316,0.0005232207,0.001406547,0.002871892,0.001399174,0.009412725,0.0001655653],"genre_scores_gemma":[0.9585992,0.0005153322,0.03952076,0.0000820433,0.00001342957,0.0003054336,0.0001460186,0.0001874313,0.0006303996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6966647,"threshold_uncertainty_score":0.9997382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473298605408581,"score_gpt":0.3084313453916567,"score_spread":0.2836983593375709,"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."}}