{"id":"W2296006025","doi":"10.5220/0005543601780182","title":"Parametric Study of Liquid Flow in Five- and Six-stage Centrifugal Pumps","year":2015,"lang":"en","type":"article","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Impeller; Centrifugal pump; Slip factor; Blade (archaeology); Mechanical engineering; Turbulence; Rotodynamic pump; Flow (mathematics); Parametric statistics; Mechanics; Stage (stratigraphy); Specific speed; Materials science; Engineering; Progressive cavity pump; Physics; Mathematics; Hydraulic pump; Geology; Radial piston pump","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":[0.0005642236,0.0003319406,0.0004664364,0.000270175,0.0003552645,0.0006556751,0.0006448532,0.0006806403,0.0006539128],"category_scores_gemma":[0.001058963,0.0002316553,0.0004558205,0.0002524581,0.0007380852,0.0005435554,0.0004619472,0.0003819702,0.00007370068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154402,"about_ca_system_score_gemma":0.0004152057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014427,"about_ca_topic_score_gemma":0.000458342,"domain_scores_codex":[0.9997378,0.00007039375,0.00001880932,0.00003676384,0.00008513452,0.00005107563],"domain_scores_gemma":[0.9994158,0.0003452585,0.00008712195,0.00004796606,0.00006983822,0.00003417127],"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":[0.001297558,0.0004396766,0.005941236,0.0003757905,0.00005118838,0.0008411739,0.000784162,0.6547769,0.3066372,0.006353081,0.0004632613,0.02203877],"study_design_scores_gemma":[0.00004336258,0.0006882235,0.003054919,0.00001231361,0.00002512792,0.000101299,0.00008701947,0.9482322,0.04672696,0.0002852954,0.0006978984,0.00004550118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697539,0.0001505527,0.02785177,0.00008128578,0.00001581525,0.00004451061,0.00005790918,0.00009097673,0.001953241],"genre_scores_gemma":[0.9975472,0.00004933777,0.00204805,0.000002784346,0.000001594782,0.0000167434,0.00001047577,0.000002581638,0.0003211889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0014427,"threshold_uncertainty_score":0.002983928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252071664594978,"score_gpt":0.2434418437631403,"score_spread":0.2209211271171906,"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."}}