{"id":"W2066276595","doi":"10.1002/cjce.20522","title":"CFD applied to turbulent flows in concentric and eccentric annuli with inner shaft rotation","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Petrobras","keywords":"Turbulence; Physics; Reynolds stress; Reynolds number; Mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000987248,0.0001171615,0.0001581301,0.000161061,0.00001731638,0.00002615516,0.000126139,0.00004978021,0.00001373856],"category_scores_gemma":[0.00001761824,0.00008929786,0.00002019695,0.0003305709,0.00001576729,0.00006080649,0.000006386841,0.0002462289,0.000002150769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193406,"about_ca_system_score_gemma":0.00006173047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00030422,"about_ca_topic_score_gemma":0.0004413163,"domain_scores_codex":[0.9993727,0.000003247059,0.000213246,0.00006581713,0.00009222101,0.0002528249],"domain_scores_gemma":[0.9994962,0.0000186839,0.00002338152,0.00007993006,0.00003333923,0.0003484462],"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":[0.00006348911,0.00001339058,0.003000319,0.00007190346,0.00008473713,0.0002171136,0.005200317,0.9643701,0.02234703,0.001294846,0.0003377395,0.002999038],"study_design_scores_gemma":[0.002090642,0.0001227774,0.01341225,0.000276505,0.00008564617,0.0006211027,0.0001316347,0.9483948,0.03154954,0.0001713592,0.002275218,0.0008685408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971918,0.0003568687,0.002012688,0.00006048761,0.00009136707,0.0001058144,0.000002233347,0.00001350462,0.0001652456],"genre_scores_gemma":[0.9986196,0.000007250522,0.001228464,0.0000445302,0.00007071148,0.000003663686,9.389744e-7,0.00002286937,0.000001931108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597529,"threshold_uncertainty_score":0.3641461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005254651969425317,"score_gpt":0.1576186541275432,"score_spread":0.1523640021581179,"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."}}