{"id":"W4233969381","doi":"10.1115/gt2012-68659","title":"Direct Numerical Simulations of Transitional Separation–Bubble Development in Swept–Blade Flow Conditions","year":2012,"lang":"en","type":"article","venue":"Volume 4: Heat Transfer, Parts A and B","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Mechanics; Laminar flow; Freestream; Boundary layer; Adverse pressure gradient; Flow separation; Turbulence; Bubble; Instability; Reynolds number; Pressure gradient; Laminar sublayer; Materials science; Physics","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":[0.00008243923,0.0001234245,0.000188397,0.0001013081,0.00008569887,0.00001386933,0.00003180044,0.00006667262,0.0002177538],"category_scores_gemma":[0.000002831001,0.0001304167,0.00004121272,0.0001485997,0.00003225993,0.0001885658,0.000002998205,0.00008416129,0.00001054122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000372669,"about_ca_system_score_gemma":0.00002827353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000020283,"about_ca_topic_score_gemma":0.0001022052,"domain_scores_codex":[0.9992267,0.00001915797,0.0002804677,0.0001099417,0.0001141991,0.0002495314],"domain_scores_gemma":[0.9997602,0.00004345251,0.000002332429,0.00006850983,0.00002228717,0.0001032378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002453822,0.0004540554,0.01971559,0.0002187536,0.0001148197,0.00000404722,0.006843084,0.9276803,0.03948537,0.003245103,0.000740784,0.00147358],"study_design_scores_gemma":[0.0008130017,0.00003484894,0.04945568,0.00007757518,0.00003700595,0.00001047952,0.00004548955,0.9277394,0.004903883,0.00005719118,0.01649009,0.0003353237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891053,0.0006776444,0.1082204,0.00006728685,0.0001612935,0.0001949911,0.0001486447,0.00007060544,0.001353785],"genre_scores_gemma":[0.9985281,0.00004165301,0.001093853,0.00002669594,0.00004388273,0.00003277013,0.0001634062,0.00001728125,0.00005232657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094228,"threshold_uncertainty_score":0.531824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109793424219305,"score_gpt":0.230341240113757,"score_spread":0.2193618976918265,"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."}}