{"id":"W4313296714","doi":"10.53907/enpesj.v2i2.65","title":"A review of Stall Delay Models and their Application on Hybrid Methods","year":2022,"lang":"en","type":"review","venue":"ENP Engineering Science Journal","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Stall (fluid mechanics); Aerodynamics; Computer science; Turbine; Actuator; Wind power; Control theory (sociology); Aerospace engineering; Engineering; Control (management)","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":[0.002971799,0.0002953347,0.0007901231,0.0005572236,0.0001249775,0.00006337253,0.000618542,0.00004153437,0.00004205305],"category_scores_gemma":[0.0001372035,0.0002198926,0.0001672118,0.0008020379,0.00005602827,0.000215389,0.0001334056,0.000796753,0.000001991388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003790985,"about_ca_system_score_gemma":0.0003544026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.136114e-7,"about_ca_topic_score_gemma":3.173412e-8,"domain_scores_codex":[0.9982926,0.00005039521,0.0005506736,0.0002453823,0.0004541335,0.0004068314],"domain_scores_gemma":[0.9991154,0.0001644704,0.0001196447,0.0002857966,0.00005184301,0.0002628602],"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":[3.482468e-7,0.000006140851,1.28249e-8,0.01483796,0.00003642705,0.000004054384,0.00002422241,0.03710113,0.00002223491,0.00007808922,0.0002178949,0.9476715],"study_design_scores_gemma":[0.00003773697,0.00003333662,3.062587e-7,0.01901686,0.00002605626,0.0004722837,0.000004128337,0.04142443,0.00006314064,0.00006212969,0.9386222,0.0002374082],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003967891,0.8754738,0.1236169,0.000004942226,0.0002261143,0.0001905267,0.000008353864,0.0000518564,0.0004235561],"genre_scores_gemma":[0.00002169362,0.9843795,0.01536776,0.00001635157,0.00007220171,0.00008342272,0.00000659542,0.00004226952,0.00001022073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9474341,"threshold_uncertainty_score":0.8966962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05501223147523948,"score_gpt":0.3504899833928215,"score_spread":0.295477751917582,"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."}}