{"id":"W2084959951","doi":"10.1016/j.jnnfm.2010.12.003","title":"Static wall layers in plane channel displacement flows","year":2010,"lang":"en","type":"article","venue":"Journal of Non-Newtonian Fluid Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reynolds number; Mechanics; Bingham plastic; Displacement (psychology); Newtonian fluid; Viscosity; Plane (geometry); Inclined plane; Laminar flow; Flow (mathematics); Yield (engineering); Materials science; Rheology; Physics; Geometry; Mathematics; Composite material; 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":[0.0002649043,0.0006156602,0.000615288,0.001108149,0.0009168534,0.002369098,0.000599257,0.000830477,0.002194827],"category_scores_gemma":[0.001227273,0.0006290037,0.0002380948,0.0004074847,0.001457292,0.002119857,0.001324904,0.0006405684,0.0003248428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007681195,"about_ca_system_score_gemma":0.0005083731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002405921,"about_ca_topic_score_gemma":0.001116488,"domain_scores_codex":[0.9998585,0.00002036305,0.000007325252,0.00002528701,0.00002411107,0.00006446791],"domain_scores_gemma":[0.9997054,0.00006564597,0.00006150042,0.00002067339,0.00005029615,0.00009645865],"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":[0.003447384,0.00102309,0.01453922,0.0004748705,0.0001529807,0.002435534,0.001242271,0.3528458,0.2379335,0.3229475,0.005681566,0.05727633],"study_design_scores_gemma":[0.0002319419,0.0003271623,0.01918097,0.00007170781,0.00008391219,0.0003504868,0.0007019292,0.9065687,0.02802124,0.04213758,0.0021742,0.0001501443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598356,0.001521548,0.02514234,0.0003748671,0.0001538638,0.00005880486,0.0001333235,0.0001795077,0.01260013],"genre_scores_gemma":[0.9951905,0.0002525923,0.0009701229,0.00003176875,0.00002986576,0.000007888773,0.00004305027,0.00001924556,0.003454967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002405921,"threshold_uncertainty_score":0.007342398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006492876147185014,"score_gpt":0.2279918338174939,"score_spread":0.2214989576703089,"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."}}