{"id":"W3107048282","doi":"10.1007/978-3-030-64228-0_4","title":"Asset Management in Electrical Utilities in the Context of Business and Operational Complexity","year":2020,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Context (archaeology); Asset management; Asset (computer security); Process (computing); Resilience (materials science); Business; Risk analysis (engineering); Process management; Operational planning; Face (sociological concept); Computer science; Finance; Computer security; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033964,0.0002661937,0.0002033777,0.0005082614,0.0005237944,0.002698151,0.0003786152,0.000639373,0.003222458],"category_scores_gemma":[0.001022762,0.0001374731,0.0001259164,0.001369998,0.001604421,0.002935588,0.0009739107,0.0008632705,0.0002057279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078361,"about_ca_system_score_gemma":0.0008786634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003768887,"about_ca_topic_score_gemma":0.006255604,"domain_scores_codex":[0.9998642,0.00005799448,0.000003971338,0.00001407105,0.00003294756,0.00002684033],"domain_scores_gemma":[0.9996798,0.0002065153,0.0000313929,0.00001812844,0.00003090243,0.0000334168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007319391,0.0000159446,0.001089404,0.00004243629,0.000006397238,0.000109067,0.0009938985,0.02581654,0.0002290379,0.9219448,0.005741735,0.04400356],"study_design_scores_gemma":[0.000001581315,0.000017433,0.002108312,0.00009305643,0.000005141385,0.0001040933,0.002526912,0.03131633,0.000225326,0.9117585,0.05183318,0.00001006139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2540533,0.03483202,0.1199635,0.02185839,0.0004223603,0.0000477057,0.0001211881,0.0001250515,0.5685766],"genre_scores_gemma":[0.9568584,0.008066066,0.005169711,0.0001263137,0.0001783587,0.00001306344,0.00003466589,0.00001729631,0.02953614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003768887,"threshold_uncertainty_score":0.01507956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566299281884444,"score_gpt":0.2189280217962817,"score_spread":0.2032650289774372,"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."}}