{"id":"W2514442695","doi":"10.1109/antem.2016.7550152","title":"The impedance boundary condition implementation for the 3D random auxiliary sources method","year":2016,"lang":"en","type":"article","venue":"","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"HFSS; Boundary (topology); Infinitesimal; Electrical impedance; Boundary value problem; Computer science; Flexibility (engineering); Function (biology); Impedance parameters; Mathematical analysis; Mathematical optimization; Mathematics; Antenna (radio); Microstrip antenna; Engineering; Telecommunications; Electrical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000390834,0.00007642702,0.00008220549,0.00001247816,0.0005719602,0.00009485179,0.0001290199,0.000009364268,0.0005906614],"category_scores_gemma":[0.000005860167,0.00003021994,0.0001169772,0.00005267512,0.00005177567,0.00006131439,0.00001667694,0.00002941287,0.0000130217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008960676,"about_ca_system_score_gemma":0.00002709273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002127408,"about_ca_topic_score_gemma":0.00003894776,"domain_scores_codex":[0.9993927,0.00006548045,0.0001483245,0.0001272302,0.00008337171,0.0001829033],"domain_scores_gemma":[0.9985389,0.001163879,0.00007535984,0.0001639128,0.00003830469,0.0000196635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003951538,0.00001057552,0.002338155,0.000002137715,0.0002022893,2.983134e-8,0.0001042355,0.00001768904,0.01464256,0.009337719,0.006792501,0.9665126],"study_design_scores_gemma":[0.01708551,0.0006578013,0.01757423,0.00006323823,0.001507558,0.000004885923,0.01427272,0.01458318,0.1924832,0.1887626,0.5519362,0.001068864],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08398256,0.0001890843,0.9078892,0.00664035,0.00007644867,0.0002776757,0.00003387388,0.00002497802,0.0008858617],"genre_scores_gemma":[0.9936792,0.00001777788,0.001927582,0.0001306144,0.0003141848,0.0002163839,0.00001722031,0.000008485516,0.003688496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9654437,"threshold_uncertainty_score":0.6467329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006779909506938948,"score_gpt":0.3138293820397789,"score_spread":0.30704947253284,"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."}}