{"id":"W2797679581","doi":"10.1063/1.5033896","title":"Evolution of the electron cyclotron drift instability in two-dimensions","year":2018,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"Air Force Office of Scientific Research; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Instability; Cyclotron; Electron; Two-stream instability; Magnetic field; Harmonics; Plasma; Wavelength; Lower hybrid oscillation","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":[0.0001801035,0.00008958856,0.0001534506,0.00003754711,0.00005423976,0.000004546747,0.0002178442,0.00001420041,0.002181325],"category_scores_gemma":[0.00001735114,0.00007094266,0.00007882711,0.0003560854,0.0002081529,0.00002541634,0.000157192,0.0001478971,0.00001180288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001900586,"about_ca_system_score_gemma":0.0001677173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003651572,"about_ca_topic_score_gemma":0.0007643457,"domain_scores_codex":[0.9990318,0.00007928259,0.0002481487,0.0001624779,0.0002693128,0.0002090111],"domain_scores_gemma":[0.9992217,0.0000900977,0.0001255642,0.0003842492,0.000149135,0.00002925124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008070284,0.0008634542,0.4035988,0.0000334261,0.00003252994,7.66501e-8,0.0004334606,0.0002430577,0.3811139,0.1945157,0.0007189726,0.01836583],"study_design_scores_gemma":[0.001846692,0.0003134129,0.2835525,0.00008191493,0.00003468887,1.031149e-7,0.000456292,0.009885915,0.6581662,0.04280287,0.002626548,0.0002329008],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535503,0.000007590909,0.0002597785,0.0001602659,0.00006834073,0.0002816663,0.00001702381,0.000004897004,0.04565018],"genre_scores_gemma":[0.9995221,4.372049e-7,0.0001335155,0.000003334658,0.00009260698,0.00001376901,0.000004024836,0.000005846626,0.0002242934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2770523,"threshold_uncertainty_score":0.9987308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025227021139509,"score_gpt":0.2742475235120564,"score_spread":0.2639952533006613,"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."}}