{"id":"W2112514731","doi":"10.1109/tap.2004.834104","title":"A Hybrid BEM/WTM/DFT Technique for Analysis of the EM Scattering From Open-Ended Circular Cavities With Cylindrically Periodic Terminations","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Antennas and Propagation","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"STMicroelectronics (Canada)","funders":"","keywords":"Integral equation; Scattering; Electric-field integral equation; Mathematics; Mathematical analysis; Computational electromagnetics; Physical optics; Boundary value problem; Fourier transform; Physics; Electromagnetic field; Optics; Quantum mechanics","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":[0.00009017516,0.0001367413,0.0002429769,0.0001721381,0.0003512,0.0001163669,0.0001624346,0.00002610859,0.00004264996],"category_scores_gemma":[0.00000116105,0.00009923565,0.0001687593,0.0004197983,0.00008462145,0.0001176838,0.000002977482,0.0001103857,5.33866e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002625753,"about_ca_system_score_gemma":0.00006032317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007344037,"about_ca_topic_score_gemma":0.0001370083,"domain_scores_codex":[0.9992247,0.00003321322,0.0002226721,0.0002532066,0.0001294616,0.0001367927],"domain_scores_gemma":[0.9994646,0.00003593754,0.0001264983,0.000234762,0.0001005659,0.00003766019],"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":[0.0002059154,0.0009765907,0.002509887,0.00008598937,0.003548839,0.00000265335,0.003390349,0.02094891,0.9199213,0.0009130326,0.000008832677,0.04748769],"study_design_scores_gemma":[0.002452018,0.0007946502,0.02116662,0.0004056415,0.005569895,0.0000106657,0.001814311,0.02356577,0.9385022,0.005010637,0.00004722295,0.0006604082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4522782,0.000007261109,0.5469285,0.0002953547,0.0000164722,0.0003021698,0.0001072766,0.000009601261,0.00005511601],"genre_scores_gemma":[0.9974915,0.000004065306,0.001958167,0.00005192086,0.00001898356,0.0003028422,0.00003930502,0.00001305583,0.0001201699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5452133,"threshold_uncertainty_score":0.4046713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100870406445477,"score_gpt":0.2388529727075641,"score_spread":0.2278442686431093,"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."}}