{"id":"W2084589549","doi":"10.1063/1.4808113","title":"Miscible density-unstable displacement flows in inclined tube","year":2013,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Laminar flow; Physics; Mechanics; Froude number; Reynolds number; Buoyancy; Dimensionless quantity; Displacement (psychology); Stratified flow; Stratified flows; Newtonian fluid; Flow (mathematics); Viscosity; Instability; Thermodynamics; 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":[0.0001381621,0.0003091328,0.0002439949,0.0005207374,0.0003978449,0.0005772873,0.0002355224,0.000328263,0.0002700115],"category_scores_gemma":[0.0007959502,0.0001572277,0.0001615304,0.0003211605,0.001011599,0.0004497875,0.0005095252,0.0002980269,0.00005665428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004585052,"about_ca_system_score_gemma":0.0002610255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699205,"about_ca_topic_score_gemma":0.0008144303,"domain_scores_codex":[0.9998957,0.00002214842,0.000005101055,0.00001850965,0.00003416689,0.00002432774],"domain_scores_gemma":[0.9997219,0.00009206092,0.0001120237,0.00001561165,0.00001970147,0.00003866191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000971558,0.0002052987,0.01790701,0.0001837861,0.00005154505,0.001717005,0.00150501,0.2834471,0.6212667,0.05547556,0.0004326238,0.01683673],"study_design_scores_gemma":[0.00009127444,0.0003547451,0.01176121,0.00001319586,0.00001922775,0.0002571534,0.0001768529,0.9128595,0.06632273,0.007206503,0.0008897291,0.00004799213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947187,0.0000709063,0.004436055,0.00002433136,0.00000351326,0.000006533507,0.00001124613,0.00001828663,0.0007103592],"genre_scores_gemma":[0.9984987,0.00003750599,0.001220716,0.000004413213,0.000003701111,0.000003761084,0.00001160042,0.000002731997,0.0002169228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001699205,"threshold_uncertainty_score":0.00337863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006949722263831125,"score_gpt":0.200564261476858,"score_spread":0.1936145392130269,"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."}}