{"id":"W3097733633","doi":"10.3390/fluids5040180","title":"Coating Flow Near Channel Exit. A Theoretical Perspective","year":2020,"lang":"en","type":"article","venue":"Fluids","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mechanics; Surface tension; Materials science; Coating; Boundary layer; Inertia; Capillary number; Turbulence; Jet (fluid); Capillary action; Open-channel flow; Free surface; Pipe flow; Pressure gradient; Physics; Classical mechanics; Composite material; Thermodynamics","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":[0.0001380758,0.000610188,0.0003232752,0.0006506466,0.0006148917,0.001141762,0.0004127674,0.0009010264,0.002979817],"category_scores_gemma":[0.0004203508,0.0002185848,0.0004216784,0.0001894822,0.001173252,0.0007449271,0.0005162265,0.0004588453,0.0003580444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007110016,"about_ca_system_score_gemma":0.0006576296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002341428,"about_ca_topic_score_gemma":0.0008684563,"domain_scores_codex":[0.9999083,0.00001507946,0.000002436077,0.00001694143,0.00003208187,0.00002516118],"domain_scores_gemma":[0.9999048,0.00003249194,0.00002044864,0.000008339323,0.00002207747,0.00001190276],"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":[0.000120331,0.0001279122,0.00226854,0.0002945285,0.00001505232,0.0008760262,0.0001942048,0.4862601,0.07196609,0.421289,0.001651333,0.01493692],"study_design_scores_gemma":[0.00002081933,0.0001127235,0.001392148,0.0000342677,0.000009557452,0.0002430446,0.00007239206,0.9657954,0.004556222,0.02521043,0.002530502,0.00002252206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4335784,0.00566275,0.3451911,0.001440628,0.0004410264,0.0001841941,0.0003892148,0.0006787505,0.212434],"genre_scores_gemma":[0.9781396,0.001485106,0.009999082,0.0001173904,0.0001421868,0.00004221695,0.00009075032,0.0000569401,0.009926796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002979817,"threshold_uncertainty_score":0.00996846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008751520735287318,"score_gpt":0.2033700369191253,"score_spread":0.194618516183838,"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."}}