{"id":"W2036393246","doi":"10.1007/s00348-009-0615-8","title":"Lagrangian coherent structures in the human carotid artery bifurcation","year":2009,"lang":"en","type":"article","venue":"Experiments in Fluids","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Bifurcation; Particle image velocimetry; Reynolds number; Lyapunov exponent; Vector field; Mechanics; Flow visualization; Velocimetry; Flow (mathematics); Physics; Instability; Classical mechanics; Geometry; Mathematics; Turbulence; Nonlinear system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001047857,0.0001424503,0.0001181287,0.0001281493,0.00003787399,0.00004457744,0.0002162061,0.00006362695,0.00005922849],"category_scores_gemma":[0.000003007684,0.0001147847,0.00003476568,0.0001708119,0.00001491946,0.00007804947,0.00001008916,0.0001476943,0.00001113093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195735,"about_ca_system_score_gemma":0.00000641193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003556842,"about_ca_topic_score_gemma":0.00003391052,"domain_scores_codex":[0.9992183,0.00003284787,0.0002240154,0.0001415359,0.0001647764,0.0002184599],"domain_scores_gemma":[0.9996927,0.000009809979,0.00001009404,0.0002547485,0.000006803725,0.00002586655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001971479,0.000579573,0.02195076,0.00004898185,0.00006028012,0.00006661267,0.0327611,0.06490786,0.805247,0.05930671,0.006714576,0.008336823],"study_design_scores_gemma":[0.003667956,0.0003321185,0.7986775,0.0001579424,0.00001652162,0.0000201196,0.00110479,0.1362693,0.04521716,0.008512746,0.004837615,0.001186189],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906828,0.000616119,0.00009258124,0.00007172515,0.0002954462,0.0002755605,0.000002898541,0.00006444124,0.00789839],"genre_scores_gemma":[0.9994587,0.00001737847,0.0001669091,0.0001572642,0.00007506696,0.00003636266,0.00002875639,0.00001369693,0.00004588828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7767268,"threshold_uncertainty_score":0.4680786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213052063825801,"score_gpt":0.2562459612845064,"score_spread":0.2441154406462484,"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."}}