{"id":"W1983812077","doi":"10.1017/s0022112004008560","title":"Nonlinear stability of a visco-plastically lubricated viscous shear flow","year":2004,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mechanics; Bingham plastic; Newtonian fluid; Herschel–Bulkley fluid; Shear flow; Reynolds number; Materials science; Viscous liquid; Shear (geology); Hele-Shaw flow; Nonlinear system; Flow (mathematics); Open-channel flow; Physics; Rheology; Turbulence; Composite material","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":[0.0002087997,0.0003668425,0.0001924125,0.0005162858,0.0004362444,0.0007490395,0.0002608611,0.0003487532,0.0007928669],"category_scores_gemma":[0.0008160177,0.000142783,0.0002111215,0.0001154358,0.001494595,0.0004443704,0.0007395388,0.0003346201,0.0002085772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005654966,"about_ca_system_score_gemma":0.0003738232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086806,"about_ca_topic_score_gemma":0.0006426126,"domain_scores_codex":[0.9999144,0.00001650101,0.000004887376,0.00001756681,0.00003227991,0.00001431836],"domain_scores_gemma":[0.9997949,0.00006213623,0.00006387565,0.00001455841,0.0000434319,0.00002118754],"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":[0.0005973526,0.00008813429,0.006021853,0.00016069,0.00003302059,0.0007316348,0.0007641924,0.2198793,0.5933315,0.1617285,0.0005783162,0.01608555],"study_design_scores_gemma":[0.00002742801,0.00008277663,0.001774797,0.00001244811,0.000007807082,0.0001188941,0.00005986837,0.9526798,0.02914696,0.01539838,0.0006715546,0.00001932288],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922362,0.0002835791,0.06724547,0.0002873928,0.00002757257,0.00003099997,0.00005558987,0.0001024055,0.009605036],"genre_scores_gemma":[0.9947019,0.00008572535,0.003218391,0.00001718321,0.00001218257,0.00001406266,0.00001858832,0.00000963717,0.001922262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002086806,"threshold_uncertainty_score":0.004149318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130197397520177,"score_gpt":0.2293829531949243,"score_spread":0.2180809792197225,"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."}}