{"id":"W2912649297","doi":"10.1155/2019/7068989","title":"CFD Analysis of Pressure Losses and Deposition Velocities in Horizontal Annuli","year":2019,"lang":"en","type":"article","venue":"International Journal of Chemical Engineering","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Qatar National Research Fund; Memorial University of Newfoundland; Fonds National de la Recherche Luxembourg","keywords":"Computational fluid dynamics; Drill string; Eccentricity (behavior); Settling; Deposition (geology); Drill; Mechanics; Drill pipe; Particle (ecology); Range (aeronautics); Rotational speed; Particle deposition; Geotechnical engineering; Fluid dynamics; Pressure drop; Petroleum engineering; Geology; Engineering; Materials science; Mechanical engineering; Physics; Sediment; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001489597,0.0001560744,0.0001825026,0.0002979886,0.000185674,0.0002931953,0.000172205,0.0001997834,0.0005259757],"category_scores_gemma":[0.0005675588,0.0001241233,0.0001582033,0.0002336439,0.0002396201,0.0002801623,0.0001619088,0.0001954673,0.0001219923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002732734,"about_ca_system_score_gemma":0.0003664037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00274272,"about_ca_topic_score_gemma":0.001262104,"domain_scores_codex":[0.9999102,0.000006811757,0.000005126166,0.00001651819,0.00004600567,0.00001534607],"domain_scores_gemma":[0.9997635,0.0001151837,0.00003052743,0.00001719441,0.00006386463,0.000009672104],"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":[0.0003460751,0.000142181,0.02855486,0.0001449974,0.00002332611,0.0006312265,0.0003319439,0.6372412,0.2548037,0.003191107,0.0006806974,0.07390868],"study_design_scores_gemma":[0.000006382651,0.00006195917,0.0103736,0.000006905367,0.000005715673,0.00007174959,0.00004863653,0.9346354,0.05387129,0.0002214034,0.0006853563,0.00001163527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596604,0.0001866481,0.03645614,0.00005064042,0.00001328381,0.00001161217,0.0001262586,0.0001695505,0.003325514],"genre_scores_gemma":[0.9952673,0.00007243623,0.003832616,0.00000347724,0.000001717564,0.000005742412,0.0000554163,0.00001030364,0.0007511277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00274272,"threshold_uncertainty_score":0.005453467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001923643255592473,"score_gpt":0.1893359948449522,"score_spread":0.1874123515893597,"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."}}