{"id":"W4400351866","doi":"10.1109/eic58847.2024.10579324","title":"Experience With Hydrogenerator Stator Core Failure, Investigation, and Recommendation","year":2024,"lang":"en","type":"article","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Stator; Core (optical fiber); Computer science; Reliability engineering; Engineering; Electrical engineering; Telecommunications","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":[0.003895167,0.000581482,0.0003588515,0.0009439056,0.001336947,0.0008587835,0.001350837,0.001937294,0.003015153],"category_scores_gemma":[0.005957292,0.0003000454,0.0004288378,0.0006054937,0.001323375,0.00162278,0.001245156,0.001159301,0.001468362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006080298,"about_ca_system_score_gemma":0.0007786619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938819,"about_ca_topic_score_gemma":0.006062344,"domain_scores_codex":[0.9981847,0.0007698046,0.0001515277,0.0002061892,0.0004780802,0.000209649],"domain_scores_gemma":[0.9966367,0.001092781,0.0002554898,0.0003488623,0.001228112,0.0004380465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0006995524,0.003024723,0.1250446,0.002186932,0.0001327928,0.04865591,0.07257056,0.004708235,0.02963488,0.00222203,0.04267886,0.668441],"study_design_scores_gemma":[0.0000950705,0.007527728,0.1115003,0.001871695,0.0002721426,0.2029875,0.09135014,0.006632372,0.07024674,0.007741936,0.4993065,0.0004678293],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879768,0.01925406,0.03793225,0.01023796,0.0006895933,0.000375243,0.0002689973,0.0006480305,0.04261709],"genre_scores_gemma":[0.9223977,0.01429451,0.02834478,0.003663799,0.0003071338,0.00009323231,0.0003622728,0.0001920858,0.03034439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003895167,"threshold_uncertainty_score":0.02059984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063106094138694,"score_gpt":0.243101066463142,"score_spread":0.2224700055217551,"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."}}