{"id":"W3163362711","doi":"10.23919/eucap51087.2021.9411365","title":"Novel Reflection-Only Method for Electromagnetic Characterization of Isotropic Dispersive Materials","year":2021,"lang":"en","type":"article","venue":"","topic":"Microwave and Dielectric Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Permittivity; Reflection (computer programming); Lossy compression; Characterization (materials science); Isotropy; Materials science; Electromagnetic radiation; Reflection coefficient; Electromagnetics; Optics; Computer science; Dielectric; Optoelectronics; Electronic engineering; Physics; Engineering","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":[0.0004007598,0.0008929278,0.000640737,0.0009142164,0.0002685924,0.0006265001,0.0009366749,0.0007333541,0.002314945],"category_scores_gemma":[0.0007043835,0.0003965106,0.0004762915,0.0007288457,0.0004986497,0.001571503,0.0006075771,0.0008886288,0.001833238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694126,"about_ca_system_score_gemma":0.0003920248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001595554,"about_ca_topic_score_gemma":0.0003562282,"domain_scores_codex":[0.9995129,0.0000632382,0.00002204089,0.0001137063,0.0002553536,0.00003276193],"domain_scores_gemma":[0.9995509,0.0001200337,0.00008005019,0.0001022801,0.000128099,0.0000186389],"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":[0.00008385448,0.00005225447,0.0002868109,0.0003829437,0.00002827217,0.0002062475,0.00009254551,0.001580129,0.8788882,0.008964388,0.001197386,0.1082371],"study_design_scores_gemma":[0.00004451071,0.0002773107,0.001037553,0.00004297172,0.000065589,0.002810562,0.00008402621,0.1030982,0.8657148,0.004684669,0.02202873,0.0001110707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01111528,0.000700052,0.9836135,0.00006989485,0.0000785744,0.00005910181,0.0000871478,0.0006689603,0.003607415],"genre_scores_gemma":[0.1282963,0.001123885,0.8645142,0.0001183317,0.0000799644,0.0001633045,0.0002393597,0.000189387,0.005275134],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002314945,"threshold_uncertainty_score":0.007744312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820876121445072,"score_gpt":0.2584331213921248,"score_spread":0.240224360177674,"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."}}