{"id":"W2729813679","doi":"10.1007/s11012-017-0716-z","title":"Bingham fluids: deformation and energy dissipation in triangular cross section tube flow","year":2017,"lang":"en","type":"article","venue":"Meccanica","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Departamento de Investigaciones Científicas y Tecnológicas, Universidad de Santiago de Chile","keywords":"Bingham plastic; Mechanics; Dissipation; Shear stress; Pressure drop; Vector field; Equilateral triangle; Plug flow; Geometry; Physics; Mathematics; Thermodynamics; Rheology","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":[0.0002249689,0.0002637229,0.0002737968,0.000777286,0.0005407404,0.001071597,0.0004514313,0.0008262352,0.002177076],"category_scores_gemma":[0.001695574,0.0001688941,0.0001297712,0.0004595267,0.001478182,0.001118956,0.0005550028,0.0004646681,0.0001612048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372631,"about_ca_system_score_gemma":0.0003151679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229115,"about_ca_topic_score_gemma":0.001167348,"domain_scores_codex":[0.9998842,0.000024259,0.000004288732,0.00002609562,0.00003065318,0.00003047613],"domain_scores_gemma":[0.9998105,0.00008817684,0.00002983122,0.00001804513,0.00002600417,0.00002748831],"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":[0.002651476,0.0007296947,0.0215002,0.0002783779,0.00006680954,0.002090474,0.002612749,0.3252507,0.3674117,0.1561871,0.001424313,0.1197964],"study_design_scores_gemma":[0.00004240205,0.0002505373,0.01422661,0.00001822158,0.00001307069,0.0003623436,0.000364576,0.9318588,0.03854893,0.01259482,0.00166141,0.00005826764],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878385,0.000415257,0.008385918,0.0001782833,0.00004542503,0.00001341904,0.00001919612,0.00002816542,0.003075915],"genre_scores_gemma":[0.9958501,0.000108677,0.001380647,0.00001478689,0.00001266989,0.000006934946,0.00001631535,0.00001291184,0.00259701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00229115,"threshold_uncertainty_score":0.007283092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009224046358942898,"score_gpt":0.242962549130427,"score_spread":0.2337385027714841,"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."}}