{"id":"W4389355536","doi":"10.1109/mmm.2023.3321550","title":"The 2023 IEEE Microwave Theory and Technology Society International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization [Conference Report]","year":2023,"lang":"en","type":"article","venue":"IEEE Microwave Magazine","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba","funders":"","keywords":"Multiphysics; Microwave; Engineering ethics; Microwave engineering; Engineering; Engineering physics; Computer science; Telecommunications; Finite element method","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":[0.002509241,0.001142058,0.001253248,0.001447983,0.0007211716,0.002826293,0.0009456709,0.001713275,0.04250631],"category_scores_gemma":[0.002533382,0.0006909124,0.0007820097,0.001885221,0.00102935,0.001607969,0.001354464,0.002870768,0.02083523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009716127,"about_ca_system_score_gemma":0.002244573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003193415,"about_ca_topic_score_gemma":0.00492915,"domain_scores_codex":[0.9991838,0.0001818603,0.00003049914,0.00006620994,0.0004679729,0.00006955956],"domain_scores_gemma":[0.9985313,0.0002792002,0.000069357,0.0002420614,0.0007055941,0.0001723827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001444331,0.0001116578,0.0004298058,0.000254257,0.00006462875,0.00008738342,0.00005580498,0.01048535,0.005593942,0.03022011,0.7908195,0.1617331],"study_design_scores_gemma":[0.00003127653,0.000150179,0.001117825,0.0001902167,0.00004215015,0.0002041039,0.00003861524,0.06924123,0.008267039,0.01498037,0.90569,0.00004710474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009630202,0.03743236,0.3727511,0.02363502,0.05531967,0.0004651838,0.003149767,0.003809977,0.4938068],"genre_scores_gemma":[0.07231884,0.05018775,0.1885594,0.004471479,0.008282155,0.0008483449,0.008861224,0.004132355,0.6623384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04250631,"threshold_uncertainty_score":0.1421978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525629017118886,"score_gpt":0.2291656065519601,"score_spread":0.2139093163807712,"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."}}