{"id":"W2989865809","doi":"10.1139/cjp-2018-0753","title":"Mixed convection analysis of cilia-driven flow of a Jeffrey fluid in a vertical tube","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Mechanics; Fluid dynamics; Reynolds number; Fluid motion; Flow (mathematics); Newtonian fluid; Tube (container); Combined forced and natural convection; Convection; Classical mechanics; Natural convection; Turbulence; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001333394,0.0003069115,0.0002533609,0.0003666135,0.0003549827,0.0003978919,0.0002796977,0.000372535,0.0009347483],"category_scores_gemma":[0.0003987088,0.0001265435,0.0004131186,0.0001199149,0.0005095259,0.0003799675,0.0004584472,0.0002749801,0.0001140019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004522232,"about_ca_system_score_gemma":0.0005350704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005424025,"about_ca_topic_score_gemma":0.001544108,"domain_scores_codex":[0.9999291,0.00001444816,0.000004616371,0.00001275802,0.00002177626,0.00001724988],"domain_scores_gemma":[0.9998859,0.00002926258,0.00002723912,0.000006679844,0.00002860044,0.00002219621],"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":[0.0002149657,0.00007975494,0.00603276,0.0002195639,0.00006401361,0.0006285062,0.000264276,0.8011095,0.1272181,0.05482272,0.0006461324,0.008699759],"study_design_scores_gemma":[0.000004968582,0.00001911306,0.0006176183,0.000003197002,0.00000375998,0.0000233138,0.00001404605,0.9962977,0.002011734,0.0007652528,0.0002322305,0.00000711232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8535653,0.001214505,0.1284607,0.0003916351,0.0001425284,0.00006206947,0.0001434742,0.0001580963,0.0158617],"genre_scores_gemma":[0.9935794,0.0001613072,0.003875621,0.00002688456,0.00001509336,0.00001499316,0.00003101064,0.00001479547,0.00228103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005424025,"threshold_uncertainty_score":0.01078492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582807579506804,"score_gpt":0.2134760241610056,"score_spread":0.1976479483659375,"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."}}