{"id":"W1988403470","doi":"10.1016/j.fusengdes.2006.02.002","title":"RF antenna analysis with the ICANT code","year":2006,"lang":"en","type":"article","venue":"Fusion Engineering and Design","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health","keywords":"Tokamak; Antenna (radio); Coupling (piping); Plasma; Physics; Computational physics; Materials science; Computer science; Telecommunications; Nuclear physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001602496,0.00009004882,0.0001054914,0.00009043813,0.00008834241,0.00005134245,0.00007775098,0.00001214948,0.005526805],"category_scores_gemma":[0.000002021012,0.00005328537,0.00003396691,0.0003628103,0.00002091504,0.000007911278,0.00003403395,0.00007852119,0.000005437759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001796136,"about_ca_system_score_gemma":0.00001446011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006609237,"about_ca_topic_score_gemma":0.00002157715,"domain_scores_codex":[0.9994426,0.0000141391,0.00008641068,0.0001369423,0.0001574346,0.0001625056],"domain_scores_gemma":[0.9996482,0.00009850277,0.00002135054,0.0001578294,0.00003143891,0.00004267669],"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":[0.0002737534,0.0005439853,0.05837371,0.0000850795,0.00141396,0.00005647496,0.0006306301,0.2596205,0.3832887,0.02185492,0.0824869,0.1913713],"study_design_scores_gemma":[0.0007703131,0.000161572,0.07977594,0.00002436157,0.0002898754,0.000001670926,0.0002521084,0.8445035,0.002432555,0.00005906839,0.07138114,0.0003478442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1608979,0.0001032245,0.8293908,0.001008592,0.00002072222,0.0002433937,0.000009357675,0.00004791577,0.008278004],"genre_scores_gemma":[0.9946995,0.000003307959,0.001333977,0.00001264455,0.00006860971,0.00002734703,0.000008580614,0.000006901389,0.003839099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8338016,"threshold_uncertainty_score":0.9953822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007489535868948132,"score_gpt":0.199191119649729,"score_spread":0.1917015837807809,"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."}}