{"id":"W2100870749","doi":"10.2514/6.2012-2886","title":"Hypersonic Boundary Layer Measurements with Variable Blowing Rates Using Molecular Tagging Velocimetry","year":2012,"lang":"en","type":"article","venue":"","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boundary layer; Hypersonic speed; Boundary (topology); Velocimetry; Variable (mathematics); Layer (electronics); Aerospace engineering; Physics; Materials science; Mechanics; Engineering; Mathematics; Composite material; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002926999,0.0002193908,0.0001837653,0.00008845379,0.0001630099,0.00008958083,0.0001068519,0.00009067225,0.00030772],"category_scores_gemma":[0.00001337786,0.0001912678,0.00003919679,0.0003102396,0.00001746529,0.0004989724,0.00002238663,0.000222887,0.00006674843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001692978,"about_ca_system_score_gemma":0.00005177241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005904311,"about_ca_topic_score_gemma":0.000003976914,"domain_scores_codex":[0.998786,0.00002765797,0.0001489532,0.0001556592,0.0002617613,0.0006199696],"domain_scores_gemma":[0.9995845,0.00002839409,0.00002086941,0.0001983314,0.0000283148,0.0001395994],"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":[0.000009154816,0.00003071575,0.005961938,0.00005537874,0.0002081985,0.000008743295,0.0001693588,0.02086182,0.9722683,0.0001967373,0.0001045461,0.0001251525],"study_design_scores_gemma":[0.0003807604,0.00002036458,0.0002581731,0.00007707209,0.00008608701,0.00003691419,0.00009272774,0.02044966,0.9765123,0.00002535558,0.001697214,0.0003633951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477915,0.0005663661,0.02804493,0.00001232165,0.0004149889,0.0001130615,0.000001727664,0.0003155988,0.0227395],"genre_scores_gemma":[0.9586919,0.000002858321,0.04089319,0.0001497462,0.0001106571,0.000005328372,0.000004669769,0.00006184494,0.00007980235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02265969,"threshold_uncertainty_score":0.7799674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115645074992814,"score_gpt":0.248109236100428,"score_spread":0.2169527853504999,"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."}}