{"id":"W1981037048","doi":"10.1017/jfm.2012.304","title":"The ‘zoo’ of secondary instabilities precursory to stratified shear flow transition. Part 1 Shear aligned convection, pairing, and braid instabilities","year":2012,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Instability; Physics; Stagnation point; Wavenumber; Shear flow; Reynolds number; Mechanics; Braid; Shear (geology); Classical mechanics; Turbulence; Materials science; 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":[0.0001684279,0.0003399917,0.0003046371,0.0004712206,0.0004653585,0.0007524782,0.0002410645,0.0002535276,0.001619895],"category_scores_gemma":[0.0006020588,0.0001397485,0.000241812,0.0001854346,0.0008344842,0.0004701152,0.000654935,0.000342602,0.0001341492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776829,"about_ca_system_score_gemma":0.0002958378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005680321,"about_ca_topic_score_gemma":0.0004480063,"domain_scores_codex":[0.9999025,0.00001395617,0.000004361404,0.00002113944,0.00002414508,0.00003384893],"domain_scores_gemma":[0.999577,0.0000843171,0.0001639946,0.00003307048,0.00005029352,0.00009138719],"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":[0.0007077452,0.0002247335,0.06152936,0.000267621,0.00006008266,0.002343629,0.000670697,0.04190132,0.7401594,0.1212802,0.001107065,0.02974829],"study_design_scores_gemma":[0.00006000309,0.0006760489,0.09719916,0.00004348382,0.00004998884,0.001499331,0.0005161696,0.6024662,0.2490859,0.04346912,0.004854714,0.00007987068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836146,0.0002164867,0.01096065,0.00005381339,0.00001853219,0.00002143321,0.00002739222,0.00005215653,0.005034809],"genre_scores_gemma":[0.9981598,0.00002988938,0.001172703,0.00000606053,0.000006463477,0.000006227536,0.00001333539,0.000006149345,0.0005993135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001619895,"threshold_uncertainty_score":0.005419135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00848721044979427,"score_gpt":0.1933980281484208,"score_spread":0.1849108176986266,"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."}}