{"id":"W4389584801","doi":"10.17118/11143/21022","title":"Modeling the dynamic behaviours of Francis turbine runner over differentsteady-state operating conditions","year":2023,"lang":"en","type":"article","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Hydro-Québec","funders":"","keywords":"Francis turbine; Steady state (chemistry); Computer science; Turbine; Mechanics; Engineering; Mechanical engineering; Physics; Chemistry","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":[0.0002284143,0.0004370927,0.0003690569,0.0002380839,0.0002663905,0.0005795741,0.0005313536,0.0008908708,0.001327572],"category_scores_gemma":[0.0005894692,0.0002078324,0.0004524965,0.0002000211,0.0003595998,0.0005477348,0.0001958066,0.0004202307,0.000281601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004053914,"about_ca_system_score_gemma":0.0003929823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273792,"about_ca_topic_score_gemma":0.008111612,"domain_scores_codex":[0.9999334,0.00001032371,0.000003565638,0.00001951893,0.00001796612,0.00001522717],"domain_scores_gemma":[0.9998012,0.0001030565,0.00002619703,0.00001577584,0.00004086633,0.00001289871],"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":[0.00006998223,0.000047723,0.003797987,0.00004909928,0.00001697062,0.00007093299,0.0000383506,0.9824359,0.009210024,0.0002665354,0.0001532758,0.003843073],"study_design_scores_gemma":[0.000002041741,0.00003758717,0.001265542,0.00000293703,0.000003807598,0.000006941465,0.000008672728,0.9967188,0.001817846,0.00005198429,0.00007796862,0.000005846119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561634,0.0001647525,0.04056099,0.00008454349,0.00001974387,0.000029821,0.000347871,0.0002328975,0.002396025],"genre_scores_gemma":[0.9977047,0.00005463837,0.00136743,0.000006312575,0.000002079076,0.00001612518,0.0001559282,0.00001288419,0.0006800351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273792,"threshold_uncertainty_score":0.02532756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257480623670037,"score_gpt":0.2511194094514982,"score_spread":0.2385446032147979,"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."}}