{"id":"W4404180312","doi":"10.1109/ceege62093.2024.10744134","title":"Modeling Emerging Uncertainties in Bulk Power System Reliability Assessment","year":2024,"lang":"en","type":"article","venue":"","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Reliability engineering; Reliability (semiconductor); Computer science; Electric power system; Power (physics); Engineering; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008623845,0.0001905496,0.0002597535,0.0001430489,0.00003328518,0.0000965702,0.000156303,0.00009400458,0.00005630732],"category_scores_gemma":[0.00002412933,0.0001625365,0.00009343193,0.0003082668,0.00001969924,0.0002524765,0.00004474133,0.0002834664,0.00006071676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007354456,"about_ca_system_score_gemma":0.00005138958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003460776,"about_ca_topic_score_gemma":0.000088766,"domain_scores_codex":[0.9985682,0.00004032935,0.0004767698,0.000333903,0.0002086317,0.0003721216],"domain_scores_gemma":[0.999458,0.00006354344,0.000007551677,0.0003653802,0.00004214032,0.00006341842],"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":[0.000002521313,0.00001140446,0.0002072313,0.001633597,0.00002124875,0.00002549421,0.0005888169,0.9707226,0.0002226688,0.02574295,0.0004239768,0.0003975361],"study_design_scores_gemma":[0.00007772152,0.00001117525,0.00007532018,0.0006731247,0.0000056498,0.000008101544,0.001478766,0.9931223,0.00006792812,0.0003591765,0.003923198,0.0001975836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4212225,0.002469459,0.458601,0.0003878642,0.004864812,0.0005297592,0.00001114281,0.003176727,0.1087367],"genre_scores_gemma":[0.9983601,0.00003674883,0.001124141,0.00001272196,0.00004036793,0.00006373988,0.000002259098,0.00003299044,0.0003269338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5771375,"threshold_uncertainty_score":0.6628045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007540778628370295,"score_gpt":0.2371942841390064,"score_spread":0.2296535055106361,"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."}}