{"id":"W2092535433","doi":"10.1002/cjce.5450780604","title":"Hydrodynamics in a gravity settling vessel: CFD modelling with LDA validation","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Syncrude (Canada)","funders":"Syncrude","keywords":"Computational fluid dynamics; Turbulence; Settling; Mechanics; Reynolds stress; Flow (mathematics); Reynolds number; Slurry; Laminar flow; Geology; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000612018,0.0004477416,0.0005722135,0.0005481946,0.0007694707,0.0007371089,0.0006739262,0.001285231,0.001264413],"category_scores_gemma":[0.001223937,0.0002498161,0.000594095,0.0004948315,0.0007097945,0.0004305538,0.0005316069,0.0006437254,0.0003498549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009362279,"about_ca_system_score_gemma":0.001274085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03058419,"about_ca_topic_score_gemma":0.01054781,"domain_scores_codex":[0.9997924,0.00005212411,0.00001759448,0.00003187693,0.00006715456,0.00003887008],"domain_scores_gemma":[0.9992952,0.0003909168,0.00005889698,0.000070136,0.000152669,0.00003214513],"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":[0.0001622331,0.0001420898,0.008981563,0.00006783804,0.00001330672,0.00023062,0.0002010149,0.9506147,0.02352755,0.001225314,0.0003570129,0.01447666],"study_design_scores_gemma":[0.00001491747,0.00006345899,0.001159725,0.000004476907,0.000003687945,0.00001329265,0.00002471804,0.9934543,0.004839364,0.0001032647,0.0003086008,0.00001024958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576585,0.00009018744,0.03732015,0.0001340065,0.00002688585,0.00007707773,0.0002954198,0.0005096974,0.003887869],"genre_scores_gemma":[0.9894536,0.00004714275,0.009210128,0.00001101896,0.000005364172,0.00006004034,0.0001411941,0.00001734531,0.001054312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03058419,"threshold_uncertainty_score":0.06081235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004009904373087102,"score_gpt":0.1567856567469304,"score_spread":0.1527757523738433,"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."}}