{"id":"W2560412676","doi":"10.1115/fedsm2016-7535","title":"Unsteady Simulation for Francis Turbine During Load Rejection Events","year":2016,"lang":"en","type":"article","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Andritz (Canada); Polytechnique Montréal","funders":"","keywords":"Francis turbine; Draft tube; Load rejection; Turbine; Flow (mathematics); Computational fluid dynamics; Solver; Computer science; Simulation; Engineering; Mechanics; Mechanical engineering; Aerospace 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008028132,0.00008408212,0.00007436372,0.00006049769,0.00003872954,0.000007476403,0.00004194781,0.00004371165,0.0001752954],"category_scores_gemma":[0.00006868387,0.00006604626,0.00003947771,0.00008628289,0.000004884584,0.0002169959,0.000007294253,0.00002493823,0.0001085912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527313,"about_ca_system_score_gemma":0.000004635202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004170385,"about_ca_topic_score_gemma":0.000009420569,"domain_scores_codex":[0.9994467,0.000005076393,0.0001722266,0.0001144316,0.0001185707,0.0001430137],"domain_scores_gemma":[0.9996389,0.0001050994,0.00002093231,0.0001261332,0.00007380056,0.00003516468],"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":[0.0001250885,0.00003555025,0.00216766,0.0001825994,0.0000816926,5.68001e-7,0.0004165765,0.7505574,0.2084874,0.0006542035,0.0008968503,0.03639446],"study_design_scores_gemma":[0.01777748,0.0002190813,0.120675,0.0002052036,0.00007422367,0.000007887436,0.0001436065,0.6607332,0.1597926,0.01094378,0.02798962,0.001438424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6664192,0.00003098395,0.3292132,0.0000817098,0.0007150715,0.0003794428,0.00001228824,0.0005292165,0.002618903],"genre_scores_gemma":[0.9964426,0.000003991819,0.0009967545,0.00001325933,0.0001451817,0.00005525995,0.000004348496,0.00002821058,0.002310453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3300233,"threshold_uncertainty_score":0.2693288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064308697627999,"score_gpt":0.2344752485533376,"score_spread":0.2238321615770576,"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."}}