{"id":"W2982516136","doi":"10.1109/wemdcd.2019.8887853","title":"Operational Limits of a Large Hydro Generator with Bypassed Coils and Circuits","year":2019,"lang":"en","type":"article","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Stator; Generator (circuit theory); Electronic circuit; Electrical engineering; Engineering; Computation; Computer science; Physics; Power (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":[0.00005433939,0.00007225841,0.0001013728,0.00004351409,0.00001343948,0.00001776028,0.00003917864,0.00002745116,0.0003376009],"category_scores_gemma":[0.000005294217,0.00006224141,0.000009789572,0.00008491756,0.000009555456,0.0001175136,0.00000728087,0.00003961342,0.00004339096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001600289,"about_ca_system_score_gemma":0.00001764576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002145648,"about_ca_topic_score_gemma":0.00001157436,"domain_scores_codex":[0.9995683,0.000006045712,0.0001140135,0.00009384955,0.0001153863,0.0001024294],"domain_scores_gemma":[0.9997636,0.00003159339,0.0000131142,0.0001025931,0.00004782221,0.00004127163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001629477,0.0001158085,0.02652352,0.0003157911,0.0002513488,0.000004177382,0.001516068,0.04908041,0.8551485,0.06042386,0.00512699,0.001477236],"study_design_scores_gemma":[0.01010345,0.0006557768,0.1015775,0.0001358682,0.00007897712,0.00005362221,0.0006469078,0.3394351,0.5184312,0.0005309722,0.02680754,0.001543088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831605,0.00009130021,0.001973277,0.00004086999,0.00007284715,0.0001500688,0.00002169326,0.0000683474,0.01442112],"genre_scores_gemma":[0.9981604,0.00000571466,0.0009970404,0.0001243462,0.00002380983,0.00001237117,0.00001455652,0.00001687003,0.0006448746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3367173,"threshold_uncertainty_score":0.3696493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007939445424540064,"score_gpt":0.204848555651562,"score_spread":0.196909110227022,"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."}}