{"id":"W1562627805","doi":"10.1002/047134608x.w8187","title":"Operation Reliability of Power Systems","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Electrical and Electronics Engineering","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Reliability engineering; Reliability (semiconductor); Probabilistic logic; Randomness; Electric power system; Computer science; Transient (computer programming); Fuzzy logic; Power (physics); Engineering; Statistics; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000228091,0.0002622087,0.0005111535,0.0001861495,0.00001118341,0.000007684568,0.0001401505,0.0002686047,0.00004465249],"category_scores_gemma":[0.00007096714,0.0002474331,0.00007318926,0.0002585336,0.00003127596,0.00007925055,0.00002177213,0.0002828671,0.000004378728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007970066,"about_ca_system_score_gemma":0.00003655457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003910832,"about_ca_topic_score_gemma":0.000002980505,"domain_scores_codex":[0.9986925,0.00002072998,0.000435262,0.0002006667,0.0001766691,0.0004741455],"domain_scores_gemma":[0.9994268,0.0000651528,0.00007901665,0.0002791763,0.00003574088,0.0001141176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002159602,0.001443709,0.008980075,0.0295883,0.002195893,0.0000195827,0.001991603,0.2453402,0.04421009,0.3563487,0.2739044,0.03576152],"study_design_scores_gemma":[0.0003810776,0.0002469803,0.0003571339,0.0005136454,0.00008550808,0.00002377827,0.000006811173,0.05063266,0.001032481,0.00006528585,0.9459924,0.0006622415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0114883,0.3388937,0.1030107,0.00002675992,0.002605879,0.001459827,0.00006859577,0.001289509,0.5411568],"genre_scores_gemma":[0.9702036,0.02161955,0.0007292336,0.000002853053,0.000137456,0.00004441387,0.000008864528,0.0002719679,0.006982111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9587153,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002509172896529212,"score_gpt":0.1710215744125468,"score_spread":0.1685124015160175,"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."}}