{"id":"W2112627541","doi":"10.1109/elinsl.2006.1665335","title":"Investigations Into the Use of Temperature Detectors as Stator Winding Partial Discharge Detectors","year":2006,"lang":"en","type":"article","venue":"","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation","funders":"","keywords":"Partial discharge; Detector; Stator; Temperature measurement; Materials science; Electrical engineering; Environmental science; Physics; Engineering; Voltage; Thermodynamics","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":[0.0002007335,0.0001388063,0.0001463737,0.00009086939,0.0003173359,0.0001540631,0.0001866127,0.00006532841,0.0007954188],"category_scores_gemma":[0.0002954884,0.0000869147,0.00005335247,0.0004651055,0.0001678998,0.0003778245,0.00004527518,0.0001032446,0.0001048984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004795346,"about_ca_system_score_gemma":0.000107795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766998,"about_ca_topic_score_gemma":0.0003607446,"domain_scores_codex":[0.9987682,0.0001044086,0.0003566311,0.0002213045,0.0002985146,0.0002509239],"domain_scores_gemma":[0.9992139,0.0002151986,0.0001327144,0.0002678534,0.00007877681,0.0000915442],"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":[0.0000103297,0.0000272403,0.005613725,0.00000591279,0.000004224411,7.627816e-7,0.0006647658,0.000492059,0.9805684,0.01184121,0.0007233188,0.00004806734],"study_design_scores_gemma":[0.0002141454,0.0000492368,0.006954698,0.00001022338,0.00001501446,0.000001622813,0.0001066842,0.000720433,0.9825293,0.001977724,0.007255299,0.0001655738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981273,0.00003014899,0.0006702593,0.0002445867,0.0002251007,0.0002141315,0.00001446006,0.0001045819,0.0003693776],"genre_scores_gemma":[0.9973768,0.000001864856,0.001467158,0.000252327,0.0001222756,0.0000216348,0.00001072014,0.00001420915,0.0007330179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00986349,"threshold_uncertainty_score":0.8709278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114270182136475,"score_gpt":0.2397224738694943,"score_spread":0.2185797720481296,"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."}}