{"id":"W2885545024","doi":"10.1017/jfm.2018.555","title":"A two-layer model for buoyant displacement flows in a channel with wall slip","year":2018,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Mechanics; Slip (aerodynamics); Newtonian fluid; Slip ratio; Buoyancy; Dimensionless quantity; Displacement (psychology); Stratified flow; Lubrication theory; Materials science; Physics; Lubrication; Thermodynamics; Shear stress; 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":[0.0002323966,0.0008719239,0.000755815,0.0007323697,0.0005769141,0.001444532,0.001311613,0.002059424,0.002136704],"category_scores_gemma":[0.0006907001,0.0004263306,0.0008360086,0.0005384512,0.0009616209,0.001366348,0.001041383,0.0007249045,0.0003222696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009884245,"about_ca_system_score_gemma":0.001246043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276893,"about_ca_topic_score_gemma":0.003986808,"domain_scores_codex":[0.9998565,0.00003512491,0.000008834609,0.00003164893,0.00002990951,0.0000379805],"domain_scores_gemma":[0.999805,0.00006243268,0.0000496847,0.00001397216,0.00003460285,0.00003436826],"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":[0.00004040325,0.00005036424,0.0009724554,0.00006709877,0.00002108558,0.000219581,0.00009692689,0.9533351,0.00527877,0.03781829,0.0002726288,0.001827248],"study_design_scores_gemma":[0.00001148966,0.00001410672,0.0001421907,0.000004443287,0.000004124882,0.00001561484,0.00001146046,0.9971057,0.0001726706,0.002173128,0.0003365444,0.000008659926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4302494,0.002383549,0.5376579,0.001083198,0.0002139932,0.0002017193,0.0006391049,0.0003290022,0.02724222],"genre_scores_gemma":[0.9483817,0.0008736163,0.02896201,0.0001755534,0.0000821651,0.0002491519,0.0002809511,0.00006611893,0.02092865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01276893,"threshold_uncertainty_score":0.02538919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861974749236087,"score_gpt":0.255519475278117,"score_spread":0.2368997277857562,"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."}}