{"id":"W4402979600","doi":"10.1109/ap-s/inc-usnc-ursi52054.2024.10686731","title":"MATLAB-Based Fast Vector Spherical Wave Expansion Implementation","year":2024,"lang":"en","type":"article","venue":"","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; MATLAB; Computational science; Algorithm; Computer graphics (images); Programming language","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003242745,0.00007280119,0.0000526294,0.00003395468,0.00001848113,0.00005694149,0.00002241137,0.00003269446,0.001860676],"category_scores_gemma":[0.000001525859,0.00006251993,0.00002845579,0.0001449427,0.000005930991,0.00009932285,0.000004223607,0.00004650349,0.0001633606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004622968,"about_ca_system_score_gemma":0.00001273797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009798156,"about_ca_topic_score_gemma":0.000008033555,"domain_scores_codex":[0.9996092,0.000007282987,0.0001027464,0.00009123635,0.00008063297,0.000108854],"domain_scores_gemma":[0.999875,0.00001658724,0.000003636025,0.00005965233,0.00001211822,0.00003298233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004387514,0.00007032733,0.0003721839,0.0007205321,0.0001384367,0.0001447873,0.001584731,0.2018735,0.3775318,0.01068335,0.1168844,0.2899521],"study_design_scores_gemma":[0.0001107363,0.00002101463,0.0003545547,0.00001636155,0.000007826732,0.000001729823,0.0001492568,0.9837008,0.01325317,0.00002665024,0.002266465,0.00009149789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01094666,0.0001221288,0.9851026,0.000112573,0.0003147991,0.0001035619,0.000004072597,0.0008286473,0.002464939],"genre_scores_gemma":[0.9848565,0.0000173098,0.01451432,0.00007494645,0.00007240616,0.0000123993,0.00005975901,0.00002662523,0.0003656616],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9739099,"threshold_uncertainty_score":0.9990517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285156493151324,"score_gpt":0.2371693640438354,"score_spread":0.2243177991123221,"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."}}