{"id":"W4396838858","doi":"10.1016/b978-0-323-93940-9.00231-0","title":"Wind-Energy Utilization and Sustainability","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sustainability; Environmental science; Wind power; Environmental resource management; Environmental economics; Business; Economics; Engineering; Electrical engineering; Ecology","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":[0.00009009764,0.000822594,0.0003400174,0.0006924536,0.0003878449,0.002070272,0.0003426603,0.0007906631,0.06365332],"category_scores_gemma":[0.0001455161,0.0002621878,0.0002078577,0.001455622,0.0003580273,0.00160954,0.0006599466,0.0009256758,0.01944393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005547725,"about_ca_system_score_gemma":0.0003818675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737319,"about_ca_topic_score_gemma":0.005393569,"domain_scores_codex":[0.9999423,0.000007351138,0.000002541588,0.0000109967,0.00003026149,0.000006531936],"domain_scores_gemma":[0.9999721,0.00001024603,0.000002249821,0.000004209184,0.000008067991,0.000003126759],"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":[0.00001768147,0.00007757671,0.0002105556,0.0004059356,0.000009816697,0.0001256192,0.0002499112,0.001626282,0.001997764,0.2000997,0.2073758,0.5878034],"study_design_scores_gemma":[0.000001946275,0.00001118652,0.0003331752,0.0002491731,0.000003200908,0.0001001738,0.0001053984,0.0003109877,0.000230734,0.03825527,0.9603946,0.000004160257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001205406,0.04212754,0.002837874,0.001005835,0.000998155,0.0000136015,0.0001117656,0.00008378668,0.951616],"genre_scores_gemma":[0.00860663,0.02660592,0.001261867,0.0002357491,0.0003146734,0.0000181321,0.0001232833,0.00009057943,0.9627431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06365332,"threshold_uncertainty_score":0.2129416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425002408967871,"score_gpt":0.232299616126407,"score_spread":0.2180495920367283,"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."}}