{"id":"W2124217883","doi":"10.1109/57.969943","title":"Assessing the condition of hydrogenerator stator winding insulation using the ramped high direct-voltage test method","year":2001,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Hydro","funders":"","keywords":"Stator; Electromagnetic coil; Voltage; Materials science; Electrical conductor; Epoxy; Delamination (geology); Composite material; High voltage; Test method; Electrical engineering; Engineering","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":[0.001599447,0.000299602,0.0003988408,0.0002744211,0.0007360275,0.0003197742,0.000343072,0.0001580872,0.0003088863],"category_scores_gemma":[0.0009726671,0.0002006429,0.0001098836,0.002321926,0.0001348975,0.0008691443,0.00004178535,0.0002935075,0.00006546284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843124,"about_ca_system_score_gemma":0.000185866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000104042,"about_ca_topic_score_gemma":0.000004949922,"domain_scores_codex":[0.9967434,0.0005600378,0.0009357561,0.0004702547,0.0007770772,0.0005134527],"domain_scores_gemma":[0.99661,0.001696924,0.0007236857,0.000465955,0.0003834054,0.0001200234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000386598,0.0001348393,0.002983137,0.000008465301,0.00001705863,0.000004490214,0.0001720992,0.01398716,0.978747,0.001731923,0.00008998029,0.002085261],"study_design_scores_gemma":[0.001238828,0.0001637831,0.07147852,0.00003241336,0.000129012,0.00004241357,0.00003805265,0.5422888,0.3785969,0.003421914,0.002127047,0.0004423147],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7855165,0.0001430939,0.2125787,0.0001919817,0.0003503219,0.0004684843,0.00002211211,0.0001265397,0.0006022456],"genre_scores_gemma":[0.9952173,0.00002113002,0.003614038,0.0003553126,0.0005016151,0.00002923113,0.00004786083,0.00004245758,0.0001711085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.60015,"threshold_uncertainty_score":0.8181978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574998565443742,"score_gpt":0.3383867466535317,"score_spread":0.3026367609990943,"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."}}