{"id":"W4301372627","doi":"10.2172/1890456","title":"Improvements to the Simplified Loads Methodology in IEC 61400-2: November 22, 2021 - November 21, 2022","year":2022,"lang":"en","type":"report","venue":"","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Office of Energy Efficiency; Wind Energy Technologies Office; Office of Energy Efficiency and Renewable Energy; National Renewable Energy Laboratory; U.S. Department of Energy","keywords":"Aeroelasticity; Turbine; Engineering; Wind power; Conservatism; Reliability engineering; Certification; Structural engineering; Mechanical engineering; Aerospace engineering; Aerodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005407292,0.00160681,0.0007545635,0.003063985,0.001093896,0.003249794,0.002294329,0.001670346,0.01733786],"category_scores_gemma":[0.01020614,0.0009988063,0.001208863,0.002144962,0.001109551,0.00407596,0.001683403,0.002273216,0.01436983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00248514,"about_ca_system_score_gemma":0.004258132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01445691,"about_ca_topic_score_gemma":0.0214646,"domain_scores_codex":[0.9888439,0.00262733,0.0005736712,0.0005583487,0.007098214,0.0002985147],"domain_scores_gemma":[0.9929229,0.0006045061,0.0004775501,0.001822908,0.004078864,0.00009317118],"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":[0.0005400873,0.0003811745,0.004738022,0.001212119,0.00006704187,0.0008024715,0.001175738,0.09535903,0.03191413,0.1539423,0.2612429,0.448625],"study_design_scores_gemma":[0.0001829816,0.0003018328,0.00688198,0.0003182499,0.00005113452,0.0005938372,0.0003100497,0.1607456,0.03220342,0.03718928,0.7610431,0.0001785572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01214924,0.0004202475,0.8417024,0.001816628,0.001485636,0.001199194,0.004365901,0.01032455,0.1265362],"genre_scores_gemma":[0.1633526,0.001240028,0.6291375,0.001376354,0.0008313254,0.001834708,0.01937715,0.005802029,0.1770484],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01733786,"threshold_uncertainty_score":0.05800092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0840651137836209,"score_gpt":0.3375204449570669,"score_spread":0.253455331173446,"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."}}