{"id":"W2092355155","doi":"10.1016/j.jnnfm.2005.07.004","title":"Pattern formation in weakly forced Taylor–Couette flow of viscoelastic fluids","year":2005,"lang":"en","type":"article","venue":"Journal of Non-Newtonian Fluid Mechanics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Taylor–Couette flow; Couette flow; Viscoelasticity; Mechanics; Flow (mathematics); Materials science; Thermodynamics; Geology; Classical mechanics; Physics","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":[0.0001970792,0.000239008,0.0005126792,0.0006427863,0.0007582631,0.001116571,0.0004268908,0.0006652974,0.00146656],"category_scores_gemma":[0.00156105,0.0003788103,0.0002539999,0.0002298565,0.001008087,0.0007595291,0.0007247867,0.0003983813,0.0002147245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005177236,"about_ca_system_score_gemma":0.0005280554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454768,"about_ca_topic_score_gemma":0.0008280488,"domain_scores_codex":[0.9998838,0.00002295917,0.000006962252,0.00002471239,0.0000304575,0.00003117261],"domain_scores_gemma":[0.9993622,0.000159672,0.0001447784,0.00005433654,0.0001146146,0.0001644406],"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":[0.001497878,0.0005686709,0.01737182,0.0002592923,0.00009076782,0.002873027,0.001908827,0.237731,0.5959494,0.08960257,0.002974929,0.04917191],"study_design_scores_gemma":[0.0001163534,0.0003408692,0.01144666,0.00001474959,0.00001577309,0.0003986476,0.0002117124,0.9281639,0.04199443,0.01638253,0.0008547836,0.00005948127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752311,0.0001267678,0.02082633,0.0001672612,0.00005350627,0.00003334799,0.00003015787,0.0001023434,0.003429251],"genre_scores_gemma":[0.9964823,0.00003588119,0.001861123,0.00001528516,0.00001208504,0.00000804897,0.00002119578,0.00001614897,0.001547981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00146656,"threshold_uncertainty_score":0.004906178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005145623766787107,"score_gpt":0.1973611489813682,"score_spread":0.1922155252145811,"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."}}