{"id":"W2007441137","doi":"10.1615/ichmt.2009.turbulheatmasstransf.1760","title":"Numerical simulation of unsteady cavitating turbulent flow in water turbine","year":2009,"lang":"en","type":"article","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baker Hughes (Canada)","funders":"","keywords":"Cavitation; Draft tube; Mechanics; Vortex; Turbulence; Flow (mathematics); Suction; Reynolds number; Turbine; Multiphase flow; Materials science; Geology; Physics; Engineering; Mechanical engineering; Meteorology","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":[0.0003223025,0.0004042358,0.0006455505,0.0004118999,0.0005637162,0.000855112,0.0007490031,0.001052859,0.001744459],"category_scores_gemma":[0.001390447,0.0003773941,0.0003758208,0.0005227741,0.0009027201,0.0004602072,0.0005105316,0.0005126518,0.00019445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812519,"about_ca_system_score_gemma":0.0006845111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01296092,"about_ca_topic_score_gemma":0.006666414,"domain_scores_codex":[0.9998381,0.00004013567,0.00001130604,0.00001400181,0.00005628338,0.0000401668],"domain_scores_gemma":[0.9994116,0.0002854987,0.00007523204,0.0000326955,0.0001170242,0.00007806617],"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":[0.0001470385,0.00009461169,0.002268846,0.00004760824,0.0000223847,0.0002225455,0.0001060244,0.9877735,0.004278034,0.001761349,0.0003971129,0.002880826],"study_design_scores_gemma":[0.00001064062,0.00002378316,0.0003255716,0.000003600997,0.000002437037,0.000008081038,0.00002208303,0.9988554,0.0004578519,0.00015423,0.0001323697,0.00000405083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610474,0.0004033417,0.02437666,0.0004042987,0.000106811,0.00005301468,0.000221111,0.0003583776,0.01302914],"genre_scores_gemma":[0.9917569,0.00008816594,0.006164177,0.00002649581,0.000006729284,0.00003633344,0.00009902567,0.00003062353,0.001791588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01296092,"threshold_uncertainty_score":0.02577096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009503460647714311,"score_gpt":0.2347420770144899,"score_spread":0.2252386163667756,"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."}}