{"id":"W2909903645","doi":"10.1109/apusncursinrsm.2018.8609407","title":"A Pixel-Based Optimization Method for the Design of Optically Transparent Antennas and Circuits","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Electronic circuit; Materials science; Indium tin oxide; Transmission line; Electrical conductor; Electronic engineering; Optoelectronics; Attenuation; Computer science; Optics; Electrical engineering; Nanotechnology; Telecommunications; Engineering; Layer (electronics); Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001719857,0.00007948227,0.0001207764,0.00003297471,0.00003936326,0.000007050492,0.00008757247,0.00004490282,0.00001277177],"category_scores_gemma":[0.00007935283,0.00005071126,0.00002528966,0.00009104189,0.00009623497,0.0000403974,0.000005032852,0.00003446364,5.047096e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000636403,"about_ca_system_score_gemma":0.000007505626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.474598e-7,"about_ca_topic_score_gemma":0.000001510199,"domain_scores_codex":[0.9996071,0.00001018092,0.0001226733,0.00008926082,0.00004821926,0.0001225051],"domain_scores_gemma":[0.9994943,0.0002765547,0.00001608458,0.0001268943,0.00006873313,0.0000174646],"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":[0.00001344713,0.000009135024,0.000007668288,0.00004005368,0.00002851111,1.16178e-7,0.000065723,0.8309817,0.1473262,0.0008584842,0.00002621474,0.02064265],"study_design_scores_gemma":[0.0002398289,0.0001074918,0.00003453594,0.00001427692,0.00003120409,8.822063e-7,0.0001103317,0.9045981,0.0943513,0.000292715,0.0001545411,0.00006482633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004959662,0.0003594389,0.9982775,0.0001499637,0.00005787677,0.0003164163,0.000004157582,0.0002431672,0.00009546279],"genre_scores_gemma":[0.4019732,0.00006999652,0.5978799,0.00001833748,0.000006655691,0.00002428106,8.210297e-7,0.00001013423,0.00001670196],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4014772,"threshold_uncertainty_score":0.2067945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05521616391329575,"score_gpt":0.2916747979236609,"score_spread":0.2364586340103652,"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."}}