{"id":"W2747221121","doi":"10.1016/j.renene.2017.08.026","title":"Wind and tornado climatologies and wind resource modelling for a modern development situated in “Tornado Alley”","year":2017,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Tornado; Wind speed; Meteorology; Environmental science; Maximum sustained wind; Wind power; Situated; Climatology; Wind direction; Geography; Engineering; Geology; Wind gradient; Computer science","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":[0.0001445642,0.0002987558,0.000211348,0.0003112612,0.000502122,0.0007541821,0.0004284028,0.0006003438,0.001395025],"category_scores_gemma":[0.0004696245,0.0002082553,0.0003593641,0.0006386671,0.0002834028,0.0006934045,0.0002693862,0.0005542987,0.0001384136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037037,"about_ca_system_score_gemma":0.001104005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1985943,"about_ca_topic_score_gemma":0.2074219,"domain_scores_codex":[0.9999532,0.00001436259,0.000002530008,0.000009539866,0.000004672367,0.0000158291],"domain_scores_gemma":[0.9998664,0.00005525478,0.00001633389,0.00001085013,0.0000279604,0.00002317006],"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":[0.0001513531,0.0001793428,0.09667922,0.00008213174,0.00005545807,0.0007878826,0.0005193835,0.8770113,0.001276105,0.007336671,0.00226967,0.01365135],"study_design_scores_gemma":[0.0000185987,0.00004199268,0.05471391,0.00002256779,0.00002693785,0.00006951998,0.001417263,0.9392672,0.000406513,0.001060966,0.002920447,0.00003416632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922856,0.0001081265,0.00266423,0.000296318,0.00001945703,0.00001538157,0.0006367817,0.00004163432,0.003932555],"genre_scores_gemma":[0.9962907,0.0001083187,0.001832805,0.00001043426,0.000006763767,0.00002132832,0.0003650203,0.00001709785,0.00134763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1985943,"threshold_uncertainty_score":0.3948768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233457908233488,"score_gpt":0.2229294177496561,"score_spread":0.1995836269263073,"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."}}