{"id":"W2096907829","doi":"10.1109/pes.2006.1709608","title":"Risk assessment of rural diesel generation stations","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"Saint Petersburg State University; BC Hydro","keywords":"Reliability (semiconductor); Reliability engineering; Probabilistic logic; Computer science; Unit (ring theory); Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005351994,0.0002636384,0.0002958718,0.00005275611,0.0001073073,0.00004647621,0.0001461058,0.0001295938,0.00001154796],"category_scores_gemma":[0.00003560125,0.0002798932,0.0002451197,0.0002612294,0.00003309118,0.0001926297,0.000020993,0.0002528653,0.000004615336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135738,"about_ca_system_score_gemma":0.00002745517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002828365,"about_ca_topic_score_gemma":0.00002661411,"domain_scores_codex":[0.9984938,0.00003629362,0.0005654184,0.0001789503,0.0002826146,0.0004429123],"domain_scores_gemma":[0.9993417,0.00007910857,0.0001077942,0.0002768184,0.0001312707,0.00006326952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[4.071536e-7,0.0000199906,0.001604833,0.00008958358,0.00005310625,4.00603e-7,0.0002591281,0.8143609,0.1764512,0.0003636354,0.006729207,0.00006760352],"study_design_scores_gemma":[0.0002977817,0.00002371982,0.005500795,0.00008754801,0.00003447023,0.00000312481,0.0001453852,0.9698758,0.0216672,0.00003498083,0.001968223,0.0003609939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6996401,0.0005487073,0.2957043,0.00002394639,0.001562197,0.000202087,0.00009467079,0.0004104184,0.001813554],"genre_scores_gemma":[0.9581328,0.0001046955,0.04099153,0.00001353798,0.0004344544,0.00004947383,0.00004357937,0.00005859244,0.0001713217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2584927,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00472748739580314,"score_gpt":0.2111567297208852,"score_spread":0.206429242325082,"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."}}