{"id":"W2344526687","doi":"10.1007/978-3-319-20388-1_35","title":"Scaling the Internal Boundary Layer","year":2015,"lang":"en","type":"book-chapter","venue":"ERCOFTAC series","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Saskatchewan","funders":"","keywords":"Scaling; Boundary layer; Layer (electronics); Materials science; Physics; Mechanics; Geometry; Mathematics; Composite material","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001398375,0.0003510785,0.0002817836,0.00006888798,0.00009596259,0.0001595544,0.0003307339,0.0002348681,0.0005581833],"category_scores_gemma":[0.0000127534,0.0002646975,0.0001420306,0.00001872649,0.0001371432,0.000147479,0.0001184351,0.0005623949,0.0003800657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038691,"about_ca_system_score_gemma":0.00004358702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001142622,"about_ca_topic_score_gemma":0.00004636583,"domain_scores_codex":[0.9990159,0.000005625283,0.0002613715,0.0001937766,0.0002836032,0.0002397096],"domain_scores_gemma":[0.9993646,0.00003492017,0.00003834402,0.0004130116,0.0000661412,0.00008294307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001072356,0.00001750989,0.00003997458,0.0004269412,0.001184175,0.0002976778,0.00290448,0.03565719,0.0001956466,0.5157973,0.4125737,0.03079816],"study_design_scores_gemma":[0.00009281941,0.00001861052,0.00001184243,0.0001275358,0.00003905821,0.00004847362,0.0000158695,0.009077961,0.0000146318,0.01325095,0.9769735,0.0003287953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000816317,0.01264633,0.0003043896,0.000386951,0.003740379,0.0002044479,0.0001285327,0.0004771444,0.9812955],"genre_scores_gemma":[0.01143275,0.00139509,0.0003563694,0.0001976437,0.001423798,0.00001727415,0.0001198257,0.0002690795,0.9847882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5643997,"threshold_uncertainty_score":0.9999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795069489183159,"score_gpt":0.2110817688207916,"score_spread":0.19313107392896,"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."}}