{"id":"W2107866704","doi":"10.1109/pes.2009.5275810","title":"Adequacy criteria and methods for wind power transmission planning","year":2009,"lang":"en","type":"article","venue":"","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Wind power; Wind speed; Probabilistic logic; Reliability engineering; Reliability (semiconductor); Power system simulator for engineering; Computer science; Electric power system; Grid; Transmission (telecommunications); Turbine; Electric power transmission; Power (physics); Engineering; Meteorology; Telecommunications; Electrical engineering; Mathematics","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":[0.0002869012,0.00009250426,0.0001404641,0.00002938344,0.00003410694,0.00002501677,0.00005273808,0.00006268608,0.00004185113],"category_scores_gemma":[0.00003236275,0.00007550808,0.00003533769,0.00004034307,0.000009448529,0.0001097383,0.000003417847,0.00005216711,0.000001545238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000123649,"about_ca_system_score_gemma":0.000003805902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000112566,"about_ca_topic_score_gemma":7.708525e-8,"domain_scores_codex":[0.9995077,0.00001905151,0.0001424446,0.0001236041,0.00003163919,0.0001756084],"domain_scores_gemma":[0.9997049,0.0001010296,0.000007900466,0.0001016189,0.00001521358,0.00006936401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001673898,0.00007275239,0.0001058366,0.0007563389,0.00006759424,0.000008266681,0.007205904,0.00190337,0.350273,0.011981,0.02429852,0.6031601],"study_design_scores_gemma":[0.001266652,0.0003792286,0.00517254,0.0003502906,0.00002680865,0.00003746066,0.0003145336,0.1025481,0.03960484,0.008504312,0.8412092,0.0005860094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01462562,0.00154514,0.9729854,0.0002993948,0.0002343099,0.000213935,0.000002044975,0.0002160801,0.009878086],"genre_scores_gemma":[0.850327,0.00001688829,0.1491768,0.000147101,0.00002344522,0.000004519117,0.000001363292,0.0000102226,0.0002926834],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8357014,"threshold_uncertainty_score":0.307913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506560740662288,"score_gpt":0.3326474794544106,"score_spread":0.3175818720477877,"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."}}