{"id":"W2751050958","doi":"10.1109/tpwrs.2017.2749303","title":"Security-Constrained Unit Commitment for AC-DC Grids With Generation and Load Uncertainty","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Electric Power System Optimization","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Power system simulation; Mathematical optimization; Iterative method; Computer science; Electric power system; Mathematics; Power (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":[0.0002749262,0.0002556335,0.0002850543,0.0001156661,0.0005228986,0.000293315,0.0001682547,0.0001427831,0.00001064241],"category_scores_gemma":[0.000005429124,0.0002333112,0.00005445029,0.00008879802,0.00006439827,0.0002945882,8.296104e-7,0.0001606858,0.000008150894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236489,"about_ca_system_score_gemma":0.00006388668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001468502,"about_ca_topic_score_gemma":0.0003050894,"domain_scores_codex":[0.9988381,0.00004736405,0.0003092827,0.0002754883,0.000246834,0.0002828751],"domain_scores_gemma":[0.9990104,0.0000606064,0.0001044984,0.0005470465,0.0001650492,0.000112393],"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":[0.0001166829,0.0001217481,0.00006930532,0.0003744377,0.0004889194,0.000008918956,0.001437105,0.9901882,0.003875981,0.0007788608,0.001512528,0.001027306],"study_design_scores_gemma":[0.003176655,0.0006896036,0.00005859473,0.0002853711,0.00015826,0.0001158723,0.0003118158,0.9752507,0.01126201,0.00001645039,0.007994044,0.0006805758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02612231,0.0001714166,0.9677903,0.00009094352,0.002294229,0.00126031,0.0001301628,0.0002726303,0.001867696],"genre_scores_gemma":[0.9987138,0.00003752444,0.0003050742,0.00001499703,0.00004643302,0.0003815335,0.00001349822,0.0000533882,0.0004337548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9725915,"threshold_uncertainty_score":0.9514155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698451975947805,"score_gpt":0.2313541862627911,"score_spread":0.2143696665033131,"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."}}