{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072512,0.0002041905,0.0003478716,0.0001335829,0.0001339689,0.00005756916,0.0001547281,0.0001144546,0.00008692299],"category_scores_gemma":[0.0000996474,0.0001630255,0.0001438428,0.0001385393,0.000051922,0.0004559898,0.00002621341,0.0002102695,0.000001886125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008584405,"about_ca_system_score_gemma":0.00009010803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006093357,"about_ca_topic_score_gemma":0.00002136463,"domain_scores_codex":[0.9983994,0.00008675455,0.0007524033,0.0001080777,0.0003193212,0.0003340572],"domain_scores_gemma":[0.9990453,0.0001972306,0.00009672502,0.0002284756,0.0002184121,0.0002138671],"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":[0.001634068,0.001018044,0.0005075377,0.004043266,0.002340978,0.00002603151,0.08702953,0.5206544,0.1864252,0.107565,0.02968962,0.05906628],"study_design_scores_gemma":[0.002608292,0.001898099,0.0009380815,0.0005494685,0.0002680685,0.0003376302,0.01136256,0.879526,0.04670745,0.005555828,0.04926388,0.0009846822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828181,0.004934357,0.008801256,0.0003445721,0.002247998,0.0002907976,0.00008347924,0.00005306769,0.000426373],"genre_scores_gemma":[0.9966034,0.0009986985,0.001887554,0.00009238039,0.0003042186,0.00001071406,0.000003578225,0.00004048552,0.00005898277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3588715,"threshold_uncertainty_score":0.6647988,"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."}}