{"id":"W2034376895","doi":"10.1111/1467-9590.00184","title":"On Disturbances to a Stratified Mixing Layer","year":2001,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Instability; Stratified flow; Nonlinear system; Stratified flows; Mixing (physics); Mechanics; Shear flow; Richardson number; Mathematics; Flow (mathematics); Length scale; Statistical physics; Layer (electronics); Phase change; Physics; Thermodynamics; Materials science; Turbulence","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":[0.0002526209,0.0005892855,0.0004676866,0.0007362479,0.000889239,0.00114955,0.000372185,0.0006016123,0.001641594],"category_scores_gemma":[0.001974755,0.0002067626,0.0005634433,0.000236339,0.001737388,0.0008058709,0.001344912,0.0007486823,0.0001940129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231518,"about_ca_system_score_gemma":0.0004398962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006724913,"about_ca_topic_score_gemma":0.00152029,"domain_scores_codex":[0.9998642,0.00003440752,0.000004310632,0.00001757562,0.00002697825,0.00005257669],"domain_scores_gemma":[0.9993703,0.0001362495,0.0001536606,0.00005566922,0.000122967,0.000161205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001208159,0.0001641055,0.0103139,0.0001654617,0.00009724218,0.001940917,0.001220668,0.6234562,0.1040886,0.2413858,0.002541656,0.01341728],"study_design_scores_gemma":[0.00005591568,0.00008337977,0.002200374,0.00001317229,0.00001314077,0.00007239892,0.0001097816,0.9757293,0.004043845,0.01694096,0.0007144311,0.00002331575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296836,0.0003530954,0.05366037,0.0004859746,0.00007769041,0.00007879653,0.00005474195,0.0002242235,0.01538147],"genre_scores_gemma":[0.9958485,0.0001263209,0.001658521,0.00006420549,0.00002572972,0.00001901734,0.00002317784,0.00003317369,0.002201197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006724913,"threshold_uncertainty_score":0.01337159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319189976577296,"score_gpt":0.2746990558064007,"score_spread":0.2427800581486712,"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."}}