{"id":"W2038584486","doi":"10.1103/physreve.64.036212","title":"Bifurcations in annular electroconvection with an imposed shear","year":2001,"lang":"en","type":"article","venue":"Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Prandtl number; Mechanics; Dimensionless quantity; Bifurcation; Amplitude; Reynolds number; Physics; Rayleigh number; Condensed matter physics; Convection; Shear flow; Nonlinear system; Materials science; Optics; Turbulence; Natural convection","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001724244,0.0002651442,0.000413952,0.00007408737,0.0001954882,0.0001039773,0.0003144364,0.0000700404,0.0000117961],"category_scores_gemma":[0.00002188097,0.0002123543,0.0000672461,0.000423385,0.0001253866,0.0008489077,0.0002167319,0.0004826828,0.00004463393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007342981,"about_ca_system_score_gemma":0.00005143166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000166833,"about_ca_topic_score_gemma":0.00002369781,"domain_scores_codex":[0.9982676,0.0001366256,0.0004594855,0.0005127734,0.0002621463,0.0003613584],"domain_scores_gemma":[0.9990755,0.0001059732,0.0001106444,0.0004201063,0.0001023304,0.0001854986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001532658,0.002124563,0.003362386,0.0008698931,0.000147173,0.0001513041,0.003424828,0.0006104615,0.0009852803,0.7722331,0.0006910748,0.2152466],"study_design_scores_gemma":[0.0006389224,0.00115154,0.008561033,0.0005499953,0.00005894058,0.0000955654,0.0000385586,0.7645549,0.000120433,0.2229409,0.000845155,0.0004441221],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2247286,0.0009075454,0.7655768,0.00381132,0.0003536376,0.0008826466,0.00005081748,0.0002025853,0.003485995],"genre_scores_gemma":[0.9822983,0.003336697,0.01276677,0.0004503053,0.0003783482,0.00006372175,0.000444868,0.00004320509,0.0002178477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7639444,"threshold_uncertainty_score":0.8659558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008668148077166664,"score_gpt":0.2981652910358636,"score_spread":0.2894971429586969,"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."}}