{"id":"W3117623401","doi":"10.1109/pesgm41954.2020.9281872","title":"Operational Adequacy Planning: Practices and Challenges","year":2020,"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":"Operational planning; Time horizon; Computer science; Risk analysis (engineering); Reliability (semiconductor); Operational costs; Operations research; Systems engineering; Engineering; Power (physics); Business","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":[0.00005887211,0.00005002691,0.00006390471,0.000006957006,0.00001770021,0.00002207168,0.00004219765,0.00002566109,0.00004831322],"category_scores_gemma":[0.0001063459,0.00004211723,0.000008362969,0.00002144876,0.00001007992,0.0001750533,0.00001385785,0.00005358036,0.00003770613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004677077,"about_ca_system_score_gemma":0.000005529338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002689202,"about_ca_topic_score_gemma":0.000002005143,"domain_scores_codex":[0.9997023,0.000008709098,0.00007309673,0.00009182347,0.00005189063,0.00007219477],"domain_scores_gemma":[0.9998211,0.00004781388,0.00001405358,0.0000469541,0.00001143777,0.0000586696],"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":[0.0002123989,0.0001992369,0.01084724,0.01021887,0.000733012,0.0001972635,0.07791571,0.07562266,0.02495226,0.546342,0.1958175,0.05694187],"study_design_scores_gemma":[0.0002167484,0.00005703749,0.00257852,0.00003074939,0.000005760756,0.00001467733,0.001103062,0.07452583,0.0009487998,0.0001263218,0.9202269,0.0001656204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1694615,0.09155083,0.03686527,0.1480391,0.001021475,0.0006678583,0.00001616325,0.002231122,0.5501467],"genre_scores_gemma":[0.9979755,0.0008291641,0.000703331,0.0003220197,0.00008300411,0.000006431201,9.626322e-7,0.000005911086,0.00007370714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8285139,"threshold_uncertainty_score":0.1717491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09833702107626695,"score_gpt":0.261900203207112,"score_spread":0.163563182130845,"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."}}