{"id":"W2951843060","doi":"10.2514/6.2019-3092","title":"Overview of Advanced Wind Tunnel Boundary Simulation Research Workshop","year":2019,"lang":"en","type":"article","venue":"AIAA Aviation 2019 Forum","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Wind tunnel; Aerospace engineering; Computer science; Boundary (topology); Marine engineering; Aeronautics; Simulation; Engineering; Systems 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":[0.005426094,0.001489721,0.001108041,0.003840774,0.001100512,0.004354783,0.002353405,0.001882862,0.02902563],"category_scores_gemma":[0.003433315,0.001018624,0.001431714,0.003300538,0.0004689336,0.004432479,0.002560646,0.00249155,0.01312821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242797,"about_ca_system_score_gemma":0.003721458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005138907,"about_ca_topic_score_gemma":0.005735509,"domain_scores_codex":[0.9982988,0.0002950575,0.0001188908,0.0002868227,0.0008371576,0.0001631867],"domain_scores_gemma":[0.9965283,0.0003671342,0.00007824734,0.000427096,0.002208934,0.0003902254],"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":[0.0003748414,0.0005790027,0.0009218685,0.001535046,0.0001026378,0.0001122449,0.0002126352,0.02467261,0.01411891,0.0222483,0.2155895,0.7195323],"study_design_scores_gemma":[0.00009579974,0.000291974,0.00109804,0.0009971096,0.0000684409,0.0001318501,0.0001555637,0.03512751,0.009231533,0.00955861,0.9431587,0.0000847683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01969627,0.1683825,0.4582863,0.01822077,0.02511866,0.001659499,0.007269579,0.01098556,0.2903809],"genre_scores_gemma":[0.1124217,0.1713775,0.3663338,0.004787685,0.008787327,0.001514036,0.0304555,0.004526081,0.2997965],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02902563,"threshold_uncertainty_score":0.09710038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03713928210280717,"score_gpt":0.346703507615593,"score_spread":0.3095642255127858,"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."}}