{"id":"W4288096147","doi":"10.1017/aer.2022.67","title":"An altitude capable rig for studying engine inlet velocity profile effects: Boundary layer generator","year":2022,"lang":"en","type":"article","venue":"The Aeronautical Journal","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Boundary layer; Boundary layer suction; Fuselage; Boundary layer control; Boundary layer thickness; Thrust; Parametric statistics; Aerospace engineering; Propulsion; Boundary (topology); Aerodynamics; Vortex generator; Generator (circuit theory); Flow separation; Layer (electronics); Mechanical engineering; Materials science; Engineering; Mechanics; Power (physics); Physics; Vortex; Mathematics; Composite material","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000830217,0.0001507599,0.0001717674,0.00002665283,0.001636989,0.00007814191,0.0006627433,0.0000433383,0.001162834],"category_scores_gemma":[0.00008777587,0.000102555,0.00006873919,0.0001761614,0.0002645818,0.0002235285,0.0003669493,0.0006547971,0.00004678328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525091,"about_ca_system_score_gemma":0.00003452025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000766826,"about_ca_topic_score_gemma":0.000006804476,"domain_scores_codex":[0.9985053,0.0001704681,0.0002109621,0.0002334318,0.0004236419,0.0004562292],"domain_scores_gemma":[0.9993339,0.0001736482,0.00007577201,0.0002843009,0.00001013137,0.0001223025],"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":[0.0009534816,0.002258773,0.01670863,0.00007425196,0.0003481767,0.0003963494,0.002918973,0.05842728,0.413778,0.008711989,0.04646648,0.4489576],"study_design_scores_gemma":[0.01004836,0.01035348,0.06485613,0.00006633326,0.000456004,0.002278544,0.004465903,0.1513731,0.1360215,0.1924628,0.4248635,0.002754478],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071528,0.0003254887,0.08943215,0.001726149,0.0003424025,0.0006417128,0.0000196749,0.0001540203,0.0002055607],"genre_scores_gemma":[0.9667519,0.0000132147,0.03195004,0.000807922,0.0001321752,0.0001568123,0.000004335015,0.00002313385,0.0001604696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4462031,"threshold_uncertainty_score":0.9997503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932555270688521,"score_gpt":0.2631831143814158,"score_spread":0.2438575616745306,"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."}}