{"id":"W4318224945","doi":"10.1016/b978-0-08-103007-3.00007-0","title":"Design, manufacture, and testing of small wind turbine blades","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Airfoil; Turbine blade; Structural engineering; Engineering; Turbine; Mechanical engineering; Blade (archaeology); Marine engineering","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":[0.0005334815,0.000537143,0.0003621498,0.0004651383,0.0003657751,0.0004784106,0.0007892889,0.0003834573,0.004273878],"category_scores_gemma":[0.0007769957,0.0005757871,0.000310924,0.0002598107,0.0005452447,0.0003758683,0.0002608909,0.0004374293,0.001487487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752453,"about_ca_system_score_gemma":0.0004217413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000627531,"about_ca_topic_score_gemma":0.001936087,"domain_scores_codex":[0.9996301,0.00005656901,0.00001949419,0.00003173972,0.0002462225,0.00001584531],"domain_scores_gemma":[0.999318,0.0002854507,0.00005029076,0.0001025717,0.0002100386,0.00003365043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001663052,0.00007084646,0.001414051,0.0009096299,0.00001581964,0.0003147851,0.0002707326,0.03672257,0.5374103,0.006252858,0.01032921,0.406123],"study_design_scores_gemma":[0.0001550392,0.003062717,0.01808727,0.0004363164,0.0001004115,0.002760752,0.0003164056,0.2149524,0.4305823,0.01591541,0.3135331,0.0000978868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07100344,0.004613105,0.8784825,0.0003604251,0.0005566998,0.0004725127,0.0003721369,0.001767438,0.0423718],"genre_scores_gemma":[0.4336403,0.002434293,0.4811612,0.0001418774,0.0001420995,0.0004422011,0.0006686809,0.0008883625,0.0804811],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004273878,"threshold_uncertainty_score":0.0142976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189065412418223,"score_gpt":0.2190267927445974,"score_spread":0.1771361386204151,"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."}}