{"id":"W4417433170","doi":"10.1049/pbpo267e_ch14","title":"Small wind turbines for high latitude applications","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Wind power; Renewable energy; Software deployment; Arctic; Turbine; High latitude; The arctic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000391258,0.0001976441,0.0001945273,0.0001369113,0.00004854867,0.00003026684,0.0001684971,0.0001867722,0.0003623035],"category_scores_gemma":[0.00000444436,0.0001818253,0.00006842078,0.00002351201,0.00001628992,0.00001860416,0.00004421951,0.0001348079,0.0001035907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006579604,"about_ca_system_score_gemma":0.00007225695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044454,"about_ca_topic_score_gemma":0.000087796,"domain_scores_codex":[0.9993367,9.107295e-7,0.000176671,0.0001823686,0.0001009336,0.0002024761],"domain_scores_gemma":[0.9995474,0.00006471544,0.00001278644,0.0002277319,0.00006812139,0.00007920785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005623455,0.000006498184,0.000002400668,0.0003805975,0.0002911355,0.000001833247,0.000007849733,0.007666768,0.00002525681,0.8604565,0.1012422,0.02991331],"study_design_scores_gemma":[0.0001429017,0.000008935014,0.00001816358,0.00004746577,0.00001566086,4.766014e-7,9.162349e-7,0.0004014559,0.0002350586,0.02389461,0.9750167,0.0002177039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003189258,0.0003910146,0.05469006,0.0001251748,0.0001453288,0.0004944911,0.00006784089,0.0002941458,0.9437888],"genre_scores_gemma":[0.0002538755,0.0002698403,0.0223123,0.0000693479,0.0002731626,0.0002323951,0.0003266503,0.00004566842,0.9762167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8737744,"threshold_uncertainty_score":0.7414621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953319773305633,"score_gpt":0.2150349235507787,"score_spread":0.1955017258177224,"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."}}