{"id":"W1991938311","doi":"10.1063/1.1602451","title":"On three-dimensional linear stability of Poiseuille flow of Bingham fluids","year":2003,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hagen–Poiseuille equation; Physics; Bingham plastic; Reynolds number; Linear stability; Hydrodynamic stability; Newtonian fluid; Laminar flow; Open-channel flow; Wavenumber; Upper and lower bounds; Flow (mathematics); Mechanics; Eigenvalues and eigenvectors; Mathematical analysis; Thermodynamics; Mathematics; Instability; Rheology; 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":[0.0007065803,0.0009888988,0.0006612032,0.001642273,0.0009434044,0.001768949,0.0005243019,0.0007590471,0.001175569],"category_scores_gemma":[0.004294112,0.0002785972,0.0004822101,0.0004696294,0.002899012,0.001279332,0.0017321,0.0009333689,0.000260216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008760414,"about_ca_system_score_gemma":0.0006056409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007642268,"about_ca_topic_score_gemma":0.002332232,"domain_scores_codex":[0.9996591,0.00009580603,0.00001322474,0.00005717927,0.00009955915,0.0000752788],"domain_scores_gemma":[0.9981122,0.00100891,0.0003647653,0.00008074543,0.0003147068,0.0001186002],"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":[0.0007689268,0.0001664389,0.007281434,0.0002291328,0.00007160121,0.0005673838,0.001172133,0.7410575,0.08832403,0.1314573,0.0010248,0.0278793],"study_design_scores_gemma":[0.00001295751,0.00004392464,0.0009685123,0.00001813119,0.00000623592,0.00003228913,0.00005170655,0.9830332,0.004490664,0.01103301,0.0002775993,0.00003177202],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8215165,0.00141569,0.1585346,0.0007818629,0.00007383074,0.00007426341,0.00009364141,0.0001936749,0.01731606],"genre_scores_gemma":[0.9913216,0.0005807625,0.00585603,0.00006134099,0.00003835167,0.00005711343,0.00004847606,0.0000394223,0.001996946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007642268,"threshold_uncertainty_score":0.01519555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507430948648537,"score_gpt":0.2316183464296904,"score_spread":0.216544036943205,"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."}}