{"id":"W2765587903","doi":"10.1115/fedsm2017-69051","title":"CFD Simulation of Three Phase Gas-Liquid-Solid Flow in Horizontal Pipes","year":2017,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Texas A and M University","keywords":"Computational fluid dynamics; Pressure drop; Turbulence; Multiphase flow; Mechanics; Two-phase flow; Flow (mathematics); Materials science; Reynolds number; Fluid dynamics; Slurry; Reynolds stress; Mechanical engineering; Simulation; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001933577,0.0003665406,0.0003655638,0.0003397271,0.0004338438,0.0004395235,0.0003771842,0.000829658,0.00150548],"category_scores_gemma":[0.0004337873,0.0002069039,0.0004724332,0.0004654002,0.0004443469,0.0003896135,0.0003373483,0.000277789,0.0001654638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000581023,"about_ca_system_score_gemma":0.001072132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118522,"about_ca_topic_score_gemma":0.004261042,"domain_scores_codex":[0.999874,0.00002747579,0.00001081725,0.00002193202,0.00003894881,0.00002673754],"domain_scores_gemma":[0.9998425,0.00007524811,0.00002376583,0.00001199325,0.00003323116,0.00001320385],"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":[0.00004769666,0.00003611468,0.003303229,0.00005217334,0.000008042751,0.0001664287,0.00006856938,0.9808998,0.007621084,0.002447767,0.0003181636,0.005030993],"study_design_scores_gemma":[0.000007035569,0.00002296973,0.0006452618,0.000004217782,0.000002803265,0.00001979327,0.00001944852,0.9964781,0.002084501,0.0002497886,0.0004601026,0.000005894538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6754974,0.0004834816,0.3015489,0.0005175886,0.0001172045,0.0001842772,0.001487111,0.001281213,0.01888288],"genre_scores_gemma":[0.9735429,0.0002459726,0.02234599,0.00002643048,0.000009781218,0.0001034676,0.0003687892,0.00003636323,0.003320322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118522,"threshold_uncertainty_score":0.02356642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497877846178236,"score_gpt":0.2750189221679138,"score_spread":0.2600401437061314,"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."}}