{"id":"W1969321285","doi":"10.3390/app3010107","title":"An Appropriate Wind Model for Wind Integrated Power Systems Reliability Evaluation Considering Wind Speed Correlations","year":2013,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Wind power; Wind speed; Environmental science; Renewable energy; Electric power system; Meteorology; Engineering; Power (physics); Electrical engineering; Geography","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":[0.00228196,0.0002412235,0.0003068656,0.0001154586,0.0003327134,0.0002825249,0.0003613614,0.0001559975,0.00004716559],"category_scores_gemma":[0.000182481,0.000201607,0.00005947198,0.0004141787,0.0003201942,0.000681569,0.00002693547,0.0001739295,0.00007117866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825206,"about_ca_system_score_gemma":0.0001804103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000114537,"about_ca_topic_score_gemma":0.00001827867,"domain_scores_codex":[0.9979058,0.00006094671,0.0005297742,0.0005515401,0.0004797993,0.0004721229],"domain_scores_gemma":[0.9987651,0.0001917772,0.0001073261,0.000468918,0.0003169033,0.0001499472],"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":[0.000005578549,0.00002883254,0.0002303821,0.00005404347,0.00001150599,6.912489e-8,0.001017069,0.9840109,0.01131261,0.002658392,0.0004392382,0.0002313562],"study_design_scores_gemma":[0.0003524593,0.00004459907,0.0007081807,0.00004703034,0.00002239009,0.000002267926,0.001614522,0.9897825,0.0004143181,0.006506124,0.0002350292,0.0002705925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663484,0.0001064698,0.1210702,0.00008385029,0.001310842,0.003073656,0.00002908939,0.000324189,0.007653215],"genre_scores_gemma":[0.9965857,0.000002347661,0.003133369,0.00003028279,0.00003554532,0.00007471562,0.0000182941,0.00002273995,0.00009699803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1302373,"threshold_uncertainty_score":0.8221294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079816011875607,"score_gpt":0.2572081691965539,"score_spread":0.2264100090777978,"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."}}