{"id":"W4400350791","doi":"10.1109/eic58847.2024.10579331","title":"Historical Trends in Use of Accelerated Aging and Diagnostic Tests for Qualification of Stator Bar/Coil Insulation","year":2024,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Powertech Labs (Canada)","funders":"","keywords":"Stator; Electromagnetic coil; Bar (unit); Engineering; Electrical engineering; Structural engineering; Materials science; Mechanical engineering; Forensic engineering; 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":[0.00009681778,0.00005401193,0.00009499474,0.0003117257,0.00001026958,0.0000143661,0.00001460355,0.00005260105,0.0000138037],"category_scores_gemma":[0.0002095559,0.00005230358,0.00002013465,0.0005534284,0.000004829609,0.0001407562,0.000002556475,0.00006577978,4.640021e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139798,"about_ca_system_score_gemma":0.000005985576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001675092,"about_ca_topic_score_gemma":0.00003622805,"domain_scores_codex":[0.9995444,0.00001753155,0.0002273727,0.00008840441,0.00005652187,0.00006573142],"domain_scores_gemma":[0.9994627,0.000418206,0.0000173367,0.00004686898,0.00003362637,0.00002122536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004766944,0.00005998548,0.004742475,0.0006762092,0.00003534949,9.535746e-7,0.0006240957,0.01402472,0.2934672,0.001493962,0.0009588316,0.6838686],"study_design_scores_gemma":[0.0004475591,0.0001995783,0.08634306,0.00009366007,0.00002314964,0.000002630731,0.0000148307,0.8033928,0.09676868,0.0004101082,0.0121221,0.0001818484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922883,0.0006987546,0.0757017,0.0001088061,0.0001851205,0.0001646182,0.000005723019,0.0001804758,0.00007178837],"genre_scores_gemma":[0.9991077,0.00007365108,0.0005822385,0.000003090845,0.00001688842,0.00003143389,0.000006989854,0.00001096058,0.0001670877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7893681,"threshold_uncertainty_score":0.2132878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06051016977391131,"score_gpt":0.3067262293951754,"score_spread":0.2462160596212641,"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."}}