{"id":"W1970256647","doi":"10.1063/1.2759190","title":"A novel low inertia shear flow instability triggered by a chemical reaction","year":2007,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Instability; Mechanics; Reynolds number; Physics; Shear flow; Newtonian fluid; Stratified flow; Flow (mathematics); Context (archaeology); Inertia; Thermodynamics; Classical mechanics; Turbulence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001731387,0.0002995141,0.0003377651,0.0002535385,0.0003412332,0.0004268438,0.0003154234,0.0004792545,0.001149055],"category_scores_gemma":[0.0004283946,0.0001365619,0.0001769502,0.0001289917,0.0005712558,0.0003318625,0.0002632611,0.000495442,0.0001791429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097767,"about_ca_system_score_gemma":0.000151795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003109118,"about_ca_topic_score_gemma":0.0001912478,"domain_scores_codex":[0.9997836,0.00002221087,0.000009418632,0.00005669473,0.00008547475,0.00004267133],"domain_scores_gemma":[0.9996241,0.0001014268,0.0001356622,0.00003180085,0.00004213471,0.00006486935],"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":[0.00009118369,0.00001806685,0.000132648,0.0000174605,0.000001887515,0.0001078656,0.00002773757,0.00005966614,0.9985513,0.000117313,0.00002543147,0.0008493992],"study_design_scores_gemma":[0.00001990053,0.0002226032,0.001310483,0.000001466625,0.000004632092,0.0001179913,0.00001466102,0.003035904,0.9948124,0.00006710949,0.0003866504,0.000006263975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942524,0.0001754729,0.004446087,0.000069207,0.00002433162,0.00003427795,0.00005185634,0.0001119541,0.0008344516],"genre_scores_gemma":[0.9970403,0.00005666252,0.002298624,0.00002136546,0.0000132864,0.00001969499,0.00003149347,0.000015734,0.0005028106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001149055,"threshold_uncertainty_score":0.003843963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009965305198073144,"score_gpt":0.2312079799546208,"score_spread":0.2212426747565477,"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."}}