{"id":"W2910873720","doi":"10.1017/jfm.2018.971","title":"The onset of transient turbulence in minimal plane Couette flow","year":2019,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Homoclinic orbit; Physics; Reynolds number; Turbulence; Laminar flow; Attractor; Saddle; Annulus (botany); Mathematical analysis; Geometry; Mechanics; Mathematics; Bifurcation; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006441063,0.0001254193,0.0002220276,0.0003749191,0.0004217502,0.0005986203,0.0001575678,0.0002776239,0.001275655],"category_scores_gemma":[0.0003586855,0.000190807,0.0001859217,0.0001327039,0.0004913862,0.0003134963,0.0004688909,0.0004195981,0.0001353113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003801798,"about_ca_system_score_gemma":0.0001484902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167794,"about_ca_topic_score_gemma":0.0004877283,"domain_scores_codex":[0.9999335,0.000005397938,0.000002778422,0.00001293249,0.00001546643,0.00002995852],"domain_scores_gemma":[0.9998285,0.00002080067,0.00004548991,0.00001208152,0.00001989808,0.00007316993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0015358,0.0003231946,0.0320746,0.0001889477,0.00005131835,0.004733809,0.001086531,0.02630454,0.8836207,0.02774283,0.002184078,0.02015372],"study_design_scores_gemma":[0.0001798794,0.001282612,0.2728074,0.00007771391,0.00005587023,0.002235403,0.0007337587,0.2804568,0.4223863,0.01426273,0.005357558,0.0001638382],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944689,0.00007826694,0.002298932,0.0000399367,0.000007997134,0.000009539041,0.00003576214,0.0001274805,0.002933131],"genre_scores_gemma":[0.9994912,0.00002033283,0.0002142668,0.000005307267,0.000002972375,0.000003450278,0.00003313327,0.000004784617,0.0002246358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001275655,"threshold_uncertainty_score":0.004267514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004405546865103674,"score_gpt":0.182071521574452,"score_spread":0.1776659747093483,"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."}}