{"id":"W2076729454","doi":"10.1088/0029-5515/50/5/054002","title":"Electromagnetic effects on geodesic acoustic and beta-induced Alfvén eigenmodes","year":2010,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Dispersion relation; Geodesic; BETA (programming language); Toroid; Harmonic; Quantum electrodynamics; Electron; Dispersion (optics); Normal mode; Plasma; Atomic physics; Quantum mechanics; Geometry; Vibration","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001537824,0.0001827982,0.0001697265,0.0001061202,0.000233592,0.00009088176,0.0001736475,0.00006898477,0.06181068],"category_scores_gemma":[0.00001954324,0.000161316,0.00005506305,0.0001240463,0.00004369304,0.00002013911,0.0001421239,0.0004491484,0.0003567065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004214338,"about_ca_system_score_gemma":0.00003166516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003077912,"about_ca_topic_score_gemma":0.00004119078,"domain_scores_codex":[0.9987765,0.00005524554,0.0001484016,0.0003434331,0.0003106107,0.0003657921],"domain_scores_gemma":[0.9992379,0.0001574498,0.00004695492,0.0003444408,0.00004588707,0.000167384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002190381,0.00006405828,0.0002565192,0.00001571234,0.000007064368,0.000002423787,0.00004986369,3.863638e-7,0.6533235,0.001849986,0.001179275,0.3432293],"study_design_scores_gemma":[0.007617729,0.006844878,0.487465,0.0002734328,0.0003067902,0.00001439246,0.0005835643,0.03129954,0.2970204,0.003263936,0.1631283,0.002181977],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344522,0.000009204231,0.00001232947,0.0005754905,0.0001475381,0.0004145398,0.000002737204,0.00004997983,0.06433598],"genre_scores_gemma":[0.9973022,0.000005812463,0.0002807499,0.0001307101,0.0002381829,0.00002041998,0.000007420515,0.00003041564,0.001984079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4872085,"threshold_uncertainty_score":0.9390469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00649458166452439,"score_gpt":0.2309714772565082,"score_spread":0.2244768955919838,"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."}}