{"id":"W2073832512","doi":"10.1115/es2008-54194","title":"Development of a Wind Tunnel Test Apparatus for Horizontal Axis Wind Turbine Rotor Testing","year":2008,"lang":"en","type":"article","venue":"","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stall (fluid mechanics); Wind tunnel; Turbine; Particle image velocimetry; Flow visualization; Aerospace engineering; Vortex; Turbine blade; Wind power; Marine engineering; Computer science; Engineering; Flow (mathematics); Physics; Mechanics; Turbulence; Electrical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001652128,0.0002074934,0.0002524145,0.00009894187,0.0001475762,0.00001489071,0.000166801,0.00007968988,0.00006713931],"category_scores_gemma":[0.0002038146,0.0001843584,0.00005164261,0.0002830744,0.00004146167,0.0001075342,0.00005581958,0.0001110041,0.00003545894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192738,"about_ca_system_score_gemma":0.0002461976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002072681,"about_ca_topic_score_gemma":0.00003740772,"domain_scores_codex":[0.9985782,0.000005307072,0.0004009257,0.0002102681,0.0002892092,0.0005160908],"domain_scores_gemma":[0.9992882,0.0001979737,0.0000298136,0.0001604385,0.0001190526,0.0002045291],"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":[0.000234162,0.000867638,0.037756,0.001102412,0.0006898281,0.0001418331,0.005607544,0.0226095,0.8128179,0.0002893606,0.0328461,0.08503778],"study_design_scores_gemma":[0.005192271,0.0008592776,0.2886263,0.0002764681,0.0000226193,0.0001763326,0.000620509,0.02710162,0.569325,0.0001153129,0.1057886,0.001895713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805046,0.000123213,0.003800105,0.00001498186,0.0001333605,0.0004412599,0.00001457177,0.000219045,0.01474892],"genre_scores_gemma":[0.8412955,0.000006663944,0.1574155,0.00001032519,0.0001127979,0.0000600374,0.00002463432,0.00003574154,0.001038728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2508702,"threshold_uncertainty_score":0.7517917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778102646317988,"score_gpt":0.2323124153465131,"score_spread":0.1945313888833332,"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."}}