{"id":"W3184132135","doi":"10.1115/1.4051895","title":"Classification of the Hydraulic Behavior Along the No-Load Curve of Francis Turbines","year":2021,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); Université Laval","funders":"Mitacs","keywords":"Turbine; Hydraulic turbines; Flow (mathematics); Cavitation; Francis turbine; Acceleration; Homogeneous; Flow conditions; Marine engineering; Mechanics; Computer science; Environmental science; Mechanical engineering; Engineering; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002459602,0.000201921,0.0002819932,0.002431409,0.0003060248,0.0004358711,0.0002934254,0.0004148811,0.001052829],"category_scores_gemma":[0.001448934,0.0001263866,0.0001388438,0.0009981247,0.0004912007,0.0005064346,0.00024392,0.0001803237,0.0002659763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004515598,"about_ca_system_score_gemma":0.0001625706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006357434,"about_ca_topic_score_gemma":0.007474317,"domain_scores_codex":[0.9997153,0.00002977773,0.00002464652,0.00006860877,0.0001004928,0.00006116424],"domain_scores_gemma":[0.9985197,0.0004878956,0.0003555599,0.0000880856,0.0004475468,0.0001012461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006666861,0.0001993202,0.8289242,0.0001578485,0.00006711999,0.00106018,0.001008178,0.01161337,0.1015388,0.0004832488,0.001037924,0.05324295],"study_design_scores_gemma":[0.000003668815,0.0001450592,0.9766166,0.00001250638,0.00001162214,0.0001821998,0.0004763615,0.009168536,0.01250944,0.00008838144,0.0007520429,0.00003352697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979824,0.00004424614,0.0005852414,0.00001021028,0.000002020231,0.000009636658,0.0002940195,0.00003150525,0.001040669],"genre_scores_gemma":[0.9993042,0.00001816551,0.0001761206,0.000003052346,0.00000150262,0.000004956752,0.00029894,0.000006130143,0.0001868813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006357434,"threshold_uncertainty_score":0.01264083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096933396547428,"score_gpt":0.2160591636293529,"score_spread":0.2050898296638786,"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."}}