{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002929877,0.000284301,0.0003536519,0.0003238753,0.0002077565,0.0003817861,0.0004243428,0.0003498082,0.001506436],"category_scores_gemma":[0.001477617,0.000139052,0.0001899737,0.0001222717,0.0004758017,0.0004646925,0.0002223646,0.0001981126,0.0003178359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010678,"about_ca_system_score_gemma":0.0002031517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005542091,"about_ca_topic_score_gemma":0.0004412576,"domain_scores_codex":[0.9997374,0.00007338493,0.00001181561,0.00004482629,0.00009208043,0.00004039558],"domain_scores_gemma":[0.9986896,0.0009302308,0.0001150762,0.00008997128,0.0001270709,0.00004808427],"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":[0.003351274,0.0001631461,0.01862819,0.0006074039,0.000163635,0.002119604,0.0006040817,0.2353026,0.6634933,0.003957941,0.001186121,0.07042267],"study_design_scores_gemma":[0.0002122032,0.004271698,0.0345294,0.00005342941,0.0001969994,0.002595837,0.000305774,0.6398422,0.3058006,0.00368629,0.008418824,0.00008672912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638242,0.0002881324,0.03189724,0.00007916414,0.00001044607,0.00002286795,0.0001006828,0.0004107394,0.00336644],"genre_scores_gemma":[0.9990762,0.00002652764,0.0006322465,0.000004022327,0.000002795655,0.000004789842,0.00002722755,0.00001333338,0.0002128642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001506436,"threshold_uncertainty_score":0.005039573,"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."}}