{"id":"W4395665527","doi":"10.23919/eucap60739.2024.10500939","title":"Assessing Performance of Transparent Conductive Films for Microwave Industrial Applications","year":2024,"lang":"en","type":"article","venue":"","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Metamaterial Technologies (Canada)","funders":"","keywords":"Electrical conductor; Materials science; Microwave; Optoelectronics; Engineering physics; Composite material; Computer science; Engineering; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005376327,0.0005694741,0.0002000297,0.0006012184,0.0002208987,0.0004738563,0.0003581753,0.0006880783,0.0008745556],"category_scores_gemma":[0.00109833,0.0001859538,0.0001838571,0.0003998099,0.0001528431,0.0004214218,0.0001998752,0.0003751307,0.0003071179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001967936,"about_ca_system_score_gemma":0.000133637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006342618,"about_ca_topic_score_gemma":0.001061068,"domain_scores_codex":[0.9996396,0.00002997954,0.00001820083,0.00004769493,0.0002314349,0.00003303785],"domain_scores_gemma":[0.9995909,0.000157779,0.00008934112,0.0000326436,0.000111578,0.00001779951],"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":[0.00006372566,0.00002802009,0.0009655035,0.0001550775,0.000008474339,0.00007476257,0.00004807583,0.001213958,0.988424,0.00009602084,0.0001613503,0.008761122],"study_design_scores_gemma":[0.000004080419,0.0002970632,0.003394488,0.00002090702,0.00002119705,0.00007465973,0.00005846622,0.007444111,0.9873204,0.00005537129,0.00129549,0.00001372682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689919,0.003196755,0.02217047,0.000117542,0.00007006903,0.00007918249,0.0005384471,0.0004142694,0.004421281],"genre_scores_gemma":[0.975495,0.002253197,0.02009542,0.0000411967,0.00002023576,0.00007674797,0.0003116776,0.00005567698,0.001650936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008745556,"threshold_uncertainty_score":0.002925634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06831016242183148,"score_gpt":0.3068447435733636,"score_spread":0.2385345811515321,"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."}}