{"id":"W1917753824","doi":"10.1109/aps.1999.789335","title":"Neural network structures for EM/microwave modeling","year":2003,"lang":"en","type":"article","venue":"","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Artificial neural network; Microwave; Computer science; Microwave engineering; Time delay neural network; Artificial intelligence; Electronic engineering; 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":[0.0004540713,0.0006023906,0.0005004238,0.0005238648,0.0002810409,0.0007100976,0.0009607826,0.001261766,0.003905103],"category_scores_gemma":[0.001457055,0.0002892477,0.0003968093,0.0008145052,0.0004883719,0.00111114,0.0004941289,0.001408137,0.0009978865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006547509,"about_ca_system_score_gemma":0.0003700707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002766754,"about_ca_topic_score_gemma":0.002754641,"domain_scores_codex":[0.9998299,0.00006258899,0.000009584263,0.00002137157,0.00006563224,0.000010908],"domain_scores_gemma":[0.9997801,0.0001150683,0.00002248399,0.00001520219,0.00006053831,0.000006582714],"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":[0.00002706018,0.00002119225,0.0002265613,0.0001532508,0.00004270688,0.00006940102,0.00005386119,0.7252933,0.001751497,0.1967369,0.002540305,0.07308394],"study_design_scores_gemma":[0.000003148155,0.000007204138,0.00004326351,0.0000167805,0.00000543576,0.00001447251,0.000004297269,0.9583651,0.0004019177,0.0375604,0.003572465,0.00000556501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003117445,0.003255898,0.9810986,0.0005647471,0.0001308278,0.0000240368,0.00007484316,0.0002450869,0.0114885],"genre_scores_gemma":[0.4752231,0.01555924,0.4607069,0.00051388,0.0006160482,0.0005963797,0.000492251,0.0002356885,0.04605646],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003905103,"threshold_uncertainty_score":0.01306391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889506648070237,"score_gpt":0.2583672034994058,"score_spread":0.2294721370187035,"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."}}