{"id":"W3006059671","doi":"10.1063/1.5139035","title":"Mode transitions in nonlinear evolution of the electron drift instability in a 2D annular E × B system","year":2020,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Instability; Electron; Wavelength; Azimuth; Nonlinear system; Weibel instability; Saturation (graph theory); Two-stream instability; Atomic physics; Mechanics; Optics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002101164,0.0003133938,0.0003708977,0.000309022,0.0005546731,0.0007612337,0.0004730636,0.0008376597,0.00196361],"category_scores_gemma":[0.0006166127,0.0002334268,0.0003818863,0.0002474784,0.0007393517,0.0004752551,0.0005735639,0.0004465416,0.0001387775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005060951,"about_ca_system_score_gemma":0.0005697072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009322296,"about_ca_topic_score_gemma":0.004423716,"domain_scores_codex":[0.9999379,0.00001729512,0.000002612064,0.000008391664,0.0000116448,0.00002206959],"domain_scores_gemma":[0.99977,0.0001071402,0.00003237887,0.00001529521,0.00003018549,0.00004498844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001581861,0.00006917648,0.005062928,0.00004067176,0.00003248328,0.0002872532,0.0001246236,0.982453,0.007174284,0.00326388,0.0002603716,0.001073086],"study_design_scores_gemma":[0.0000284957,0.00003715696,0.001193773,0.000003334343,0.000004065962,0.00002242779,0.00004417138,0.997572,0.0004979718,0.0004548296,0.000134234,0.000007441824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886044,0.0001093772,0.004312696,0.0001586782,0.00001542554,0.00001960494,0.0001466599,0.0000562152,0.006576844],"genre_scores_gemma":[0.9978382,0.00005410369,0.001197981,0.00003145627,0.000004227399,0.00002353805,0.00007710658,0.00001412886,0.0007592646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009322296,"threshold_uncertainty_score":0.01853603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0074987933260112,"score_gpt":0.1995459930368795,"score_spread":0.1920471997108683,"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."}}