{"id":"W2306824538","doi":"10.3390/en9040237","title":"Cavitation Inception in Crossflow Hydro Turbines","year":2016,"lang":"en","type":"article","venue":"Energies","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Universidade Federal do Pará; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Pró-Reitoria de Pesquisa e Pós-Graduação, Universidade Federal do Pará; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; University of Calgary","keywords":"Cavitation; Impeller; Reynolds-averaged Navier–Stokes equations; Turbine; Mechanics; Detached eddy simulation; Suction; Marine engineering; Specific speed; Draft tube; Turbine blade; Flow (mathematics); Materials science; Computational fluid dynamics; Mechanical engineering; Engineering; Centrifugal pump; Physics","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":[0.0004009211,0.0002620633,0.0004247534,0.0005083515,0.0003613659,0.0005266567,0.0002478224,0.0005309448,0.0005541669],"category_scores_gemma":[0.001307962,0.000291725,0.0003111885,0.0002744693,0.0005775339,0.0006960014,0.000552575,0.0003374358,0.00009578859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720609,"about_ca_system_score_gemma":0.0002936031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190861,"about_ca_topic_score_gemma":0.001287655,"domain_scores_codex":[0.9998209,0.00003125715,0.00001433983,0.00003722045,0.00006567511,0.00003073818],"domain_scores_gemma":[0.9993932,0.0002938965,0.0001558365,0.00003446864,0.00009489625,0.00002759106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006150125,0.0002805145,0.06677935,0.0003950208,0.00007087272,0.002823344,0.0006044172,0.4256634,0.4485987,0.00316768,0.0007461354,0.05025557],"study_design_scores_gemma":[0.00005004629,0.0006562861,0.06026694,0.00002829102,0.00002903637,0.0005590082,0.0001564037,0.8373844,0.09871803,0.0008566069,0.001245861,0.00004903218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755887,0.000261578,0.02268806,0.00004641088,0.00001158025,0.00002666424,0.00003264819,0.000140417,0.00120396],"genre_scores_gemma":[0.9969637,0.0001020378,0.002533692,0.000008046902,0.000005091343,0.00001087072,0.00003785075,0.00001228322,0.0003264406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002190861,"threshold_uncertainty_score":0.004356265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005037274970454112,"score_gpt":0.194196580574679,"score_spread":0.1891593056042248,"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."}}