{"id":"W4239360119","doi":"10.1109/mei.2016.7552376","title":"34th Electrical Insulation Conference report","year":2016,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Elevator Systems and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrical engineering; Materials science; Electric breakdown; Engineering; Engineering physics; Mechanical engineering; Dielectric","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002490785,0.0002591413,0.0003367328,0.0002215942,0.00008173953,0.00005661067,0.0001529628,0.0002221248,0.0001468117],"category_scores_gemma":[0.0001989056,0.0001965023,0.00009533146,0.0007577659,0.00003096086,0.0003125507,0.000009655694,0.0002147419,0.0004927706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002528913,"about_ca_system_score_gemma":0.00006325184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007865992,"about_ca_topic_score_gemma":0.000003979659,"domain_scores_codex":[0.9979769,0.00006638645,0.0006923827,0.0003558469,0.0004285379,0.000479945],"domain_scores_gemma":[0.9989317,0.0001665659,0.0001232042,0.000365767,0.0002367157,0.0001760657],"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":[0.00005835794,0.00007706679,0.008119164,0.00002195581,0.00007530529,0.00008247288,0.00003553719,0.000908302,0.8954345,0.009594101,0.003496922,0.08209631],"study_design_scores_gemma":[0.003884871,0.0004313616,0.3654675,0.0001039585,0.0000760172,0.0004180437,0.000001633083,0.5032802,0.02853416,0.005592081,0.0908592,0.00135098],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6751072,0.0003935134,0.3139345,0.0004043717,0.0007973748,0.0004988569,0.00001013361,0.001019356,0.007834675],"genre_scores_gemma":[0.9962512,0.00004948659,0.0002568274,0.00005582533,0.0005375023,0.00005359505,0.00001285726,0.00004964365,0.002733086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8669003,"threshold_uncertainty_score":0.8013133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403493671527487,"score_gpt":0.2258960174473652,"score_spread":0.2118610807320903,"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."}}