{"id":"W3107485147","doi":"10.1049/gtd2.12000","title":"Comprehensive assessment of COVID‐19 impact on Saskatchewan power system operations","year":2020,"lang":"en","type":"article","venue":"IET Generation Transmission & Distribution","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Electric power system; Electricity; Renewable energy; Pandemic; Corporation; Environmental economics; Estimation; Principal (computer security); Business; Control (management); Electricity generation; Power (physics); Operations management; Computer science; Operations research; Engineering; Economics; Computer security; Electrical engineering; Systems engineering; Finance; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001285163,0.0008546481,0.0004802105,0.001478835,0.001002424,0.002244903,0.0006544726,0.0005661502,0.002551886],"category_scores_gemma":[0.002420224,0.0004601195,0.0006458296,0.002924712,0.0006006036,0.0009703684,0.001297805,0.0008238559,0.0003516268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01980074,"about_ca_system_score_gemma":0.01370616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8277447,"about_ca_topic_score_gemma":0.9171911,"domain_scores_codex":[0.9987547,0.0003113075,0.00005401077,0.0001029087,0.0004972402,0.0002798283],"domain_scores_gemma":[0.9970711,0.0006346034,0.0002332483,0.0002031268,0.00163756,0.0002203529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007557772,0.0003290714,0.3684753,0.0002453083,0.0009885851,0.002332318,0.0004331322,0.5450717,0.01030144,0.004315123,0.008470679,0.05828157],"study_design_scores_gemma":[0.00009047117,0.0005978847,0.7631469,0.000129723,0.0002729744,0.000162409,0.004019674,0.2154807,0.004791718,0.002166443,0.008971149,0.0001699683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677811,0.0002244765,0.002155494,0.000568439,0.00003378443,0.000243051,0.004506838,0.00009463617,0.02439229],"genre_scores_gemma":[0.9923859,0.0002920965,0.001054376,0.0001348422,0.00000564556,0.00006607587,0.002101645,0.000012312,0.003947037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1722553,"threshold_uncertainty_score":0.3465396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0488839015650203,"score_gpt":0.3531929593677821,"score_spread":0.3043090578027618,"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."}}