{"id":"W3193915105","doi":"10.3390/en14164987","title":"Optimal Decision Making in Electrical Systems Using an Asset Risk Management Framework","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Ministère des relations internationales et de la Francophonie","keywords":"Risk analysis (engineering); Asset management; Asset (computer security); Risk management; Computer science; Business; Finance; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.0002862129,0.0001303697,0.0002084327,0.00009903065,0.00004945313,0.00009951545,0.0001383071,0.0001110125,0.000009782145],"category_scores_gemma":[0.00008532625,0.000131046,0.00004412153,0.000367611,0.00001219132,0.0001552393,0.0000596373,0.000213342,0.00000798271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802647,"about_ca_system_score_gemma":0.00001355208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003500396,"about_ca_topic_score_gemma":0.00002605396,"domain_scores_codex":[0.9989241,0.00008546926,0.0002711815,0.0002361714,0.0001829462,0.0003000926],"domain_scores_gemma":[0.9994259,0.0001373648,0.00002934298,0.0003394006,0.00002759771,0.00004042746],"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":[0.000007173519,0.00002499275,0.0009517555,0.00007036526,0.00002080243,0.0001214089,0.0001551098,0.9898965,0.0001104272,0.005287444,0.0001159869,0.003238006],"study_design_scores_gemma":[0.0002278835,0.00002402239,0.004176479,0.001037985,0.00002392864,0.00004439442,0.0007512904,0.9847949,0.0006024651,0.001498532,0.006486583,0.0003316016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7294993,0.002796257,0.2656054,0.000002717317,0.0008755588,0.000072987,0.000004092806,0.0001478437,0.0009957841],"genre_scores_gemma":[0.9437439,0.0002984196,0.05580139,0.000009345325,0.00007960711,0.00001562969,0.000002502324,0.00002237555,0.00002685023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2142446,"threshold_uncertainty_score":0.53439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031942071968023,"score_gpt":0.2530279913425396,"score_spread":0.2427085706228594,"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."}}