{"id":"W3083633621","doi":"10.1016/j.ijepes.2020.106474","title":"Dynamic behaviour of a Francis turbine during voltage regulation in the electrical power system","year":2020,"lang":"en","type":"article","venue":"International Journal of Electrical Power & Energy Systems","topic":"Water Systems and Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 Energy; BC Hydro; European Commission","keywords":"Draft tube; Francis turbine; Turbine; Engineering; Marine engineering; Torque; Vibration; Stator; Power (physics); Mechanical engineering; Acoustics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003467601,0.000199926,0.0004283954,0.0003870177,0.0000274745,0.0000779243,0.0005693773,0.0001460172,0.00001273213],"category_scores_gemma":[0.00007038924,0.0001495889,0.0001812472,0.0005878837,0.00001581177,0.0002522695,0.00002242068,0.0003258917,0.000003411453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003869738,"about_ca_system_score_gemma":0.00003497833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009521302,"about_ca_topic_score_gemma":0.00001409499,"domain_scores_codex":[0.9973336,0.0001312932,0.001207352,0.000162052,0.0009177368,0.000247911],"domain_scores_gemma":[0.9988789,0.00008466901,0.0003977799,0.0001369483,0.0004015492,0.0001001429],"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":[0.0006455186,0.0003232812,0.007769538,0.000146919,0.0007394367,0.0008401481,0.002952524,0.9073481,0.05673618,0.01829232,0.003801319,0.0004047005],"study_design_scores_gemma":[0.003064546,0.0007388056,0.0288118,0.0005310588,0.00008289846,0.001662878,0.0003973354,0.9548292,0.005798601,0.00004997039,0.003472395,0.0005604686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.757942,0.004483007,0.2306967,0.0004766047,0.003594511,0.0003561264,0.00002322837,0.0001322429,0.002295598],"genre_scores_gemma":[0.9995034,0.00002659795,0.0000540533,0.00003587165,0.000269445,0.000009248465,0.000008182688,0.00003481452,0.00005842636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2415614,"threshold_uncertainty_score":0.6100059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004008234395011299,"score_gpt":0.1894273157132088,"score_spread":0.1854190813181975,"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."}}