{"id":"W2066334482","doi":"10.1088/0741-3335/54/10/105001","title":"Equations for drift-Alfvén and drift-sound eigenmodes in toroidal plasmas","year":2012,"lang":"en","type":"article","venue":"Plasma Physics and Controlled Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Physics; Plasma; Toroid; Diamagnetism; Tokamak; Geodesic; Mode (computer interface); Quantum electrodynamics; Computational physics; Mechanics; Magnetic field; Mathematical analysis; Quantum mechanics; Mathematics; Computer science","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":[0.0003412002,0.0002118249,0.0003838619,0.00008067696,0.000260285,0.0001072502,0.00009099405,0.00005413178,0.001891363],"category_scores_gemma":[0.00003404889,0.000185369,0.0000892326,0.0001197931,0.00006079787,0.00009326492,0.0001248576,0.0001486658,0.000009388157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008501884,"about_ca_system_score_gemma":0.00004539023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002286473,"about_ca_topic_score_gemma":0.0001183066,"domain_scores_codex":[0.9986804,0.00005700428,0.0003105001,0.0002709819,0.0002215437,0.0004596289],"domain_scores_gemma":[0.9987642,0.0007176542,0.0001001757,0.0001669796,0.00007636339,0.0001746473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009321232,0.0007566264,0.0434943,0.00005643335,0.000116744,5.613495e-7,0.001139121,0.00005560301,0.0169203,0.1934102,0.0008011991,0.7423168],"study_design_scores_gemma":[0.09630064,0.0009373311,0.03353307,0.0001887176,0.000436744,0.000002332729,0.004641207,0.739802,0.005219015,0.04338678,0.07348469,0.002067489],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623317,0.0002145462,0.007581934,0.0005132723,0.0001466914,0.001469861,0.00005971552,0.00001767459,0.02766466],"genre_scores_gemma":[0.99638,0.00002540888,0.0004146592,0.00002853396,0.0003841133,0.0004389349,0.00005159911,0.00001715911,0.002259566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7402493,"threshold_uncertainty_score":0.9990211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813886053799767,"score_gpt":0.2647836562307483,"score_spread":0.2466447956927506,"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."}}