{"id":"W2134250747","doi":"10.1017/s0022112007005988","title":"Evolution and mixing of asymmetric Holmboe instabilities","year":2007,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Physics; Instability; Mixing (physics); Mechanics; Stratified flows; Turbulence; Shear flow; Asymmetry; Stratified flow; Shear (geology); Schmidt number; Classical mechanics; Reynolds number; Materials science","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":[0.0007851203,0.00009277373,0.0002093733,0.0004005647,0.00002258013,0.00001170505,0.00008794842,0.00007530139,0.000005779297],"category_scores_gemma":[0.00009682214,0.00008570436,0.00007638534,0.000273822,0.00001011874,0.0001513303,0.00002054655,0.0001633949,7.415218e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053567,"about_ca_system_score_gemma":0.00002214718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000436606,"about_ca_topic_score_gemma":0.000005174077,"domain_scores_codex":[0.9990885,0.000009893343,0.0004664713,0.00005325636,0.0002234632,0.0001583634],"domain_scores_gemma":[0.9995162,0.00007778862,0.00009555701,0.00009066357,0.0001423005,0.00007745066],"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":[0.0002153288,0.0002509269,0.002745034,0.00105224,0.0004293583,0.0001034736,0.001672009,0.1912666,0.530952,0.2128945,0.001031337,0.05738717],"study_design_scores_gemma":[0.0007313255,0.0003023355,0.002422085,0.0001256917,0.00006012104,0.0001597156,0.0002837126,0.9743332,0.01541743,0.005176611,0.0008031566,0.0001846535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694056,0.004437818,0.1248139,0.00001164534,0.0007625048,0.00004600471,0.000003747059,0.00001671085,0.0005020713],"genre_scores_gemma":[0.9961453,0.000573635,0.003144137,0.000007660566,0.0001011875,1.964452e-7,4.322346e-7,0.00001612446,0.00001131489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7830665,"threshold_uncertainty_score":0.3494922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006530658612244493,"score_gpt":0.1966869800595419,"score_spread":0.1901563214472974,"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."}}