{"id":"W2077593985","doi":"10.1109/mmm.2008.929696","title":"Passive 3-D simulators","year":2008,"lang":"en","type":"article","venue":"IEEE Microwave Magazine","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"COM DEV International","funders":"","keywords":"Microwave; Microwave engineering; Radio frequency; Electronics; Engineering; Electronic engineering; Electrical engineering; Field (mathematics); Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005660566,0.0003099015,0.0002813828,0.0001536315,0.00008639313,0.00002005765,0.0001901582,0.0001221534,0.0001013362],"category_scores_gemma":[0.00001941634,0.0003174852,0.0001243922,0.0002639381,0.00008056095,0.00009587405,0.00002160701,0.0002493198,0.001489622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000841413,"about_ca_system_score_gemma":0.0000190607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002973168,"about_ca_topic_score_gemma":0.000003817467,"domain_scores_codex":[0.9988204,0.00001241262,0.0003037597,0.0002481637,0.0001478534,0.00046744],"domain_scores_gemma":[0.9993512,0.00004765597,0.00002534629,0.0003632285,0.00005822652,0.0001543471],"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":[0.000005647878,0.00002562874,0.0001572651,0.00006525643,0.00008367204,0.0002020371,0.0002957208,0.0714149,0.7888439,0.00008978826,0.1358269,0.002989246],"study_design_scores_gemma":[0.00110235,0.00007078549,0.003180812,0.00006792152,0.00003734078,0.0005965953,0.00001534339,0.05226965,0.7584614,0.0002430382,0.1828189,0.001135863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904115,0.00116475,0.06580032,0.00007221738,0.001947936,0.0002193958,0.00003234138,0.001559565,0.02508846],"genre_scores_gemma":[0.9945366,0.0001885675,0.002134938,0.00008445208,0.0003891943,0.000009998706,0.00001602103,0.0001022308,0.002537972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09042161,"threshold_uncertainty_score":0.9999277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209326952123391,"score_gpt":0.1993585470348972,"score_spread":0.1872652775136633,"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."}}