{"id":"W4233270547","doi":"10.1115/1.4000533","title":"Instability and Transition in a Separation Bubble Under a Three-Dimensional Freestream Pressure Distribution","year":2011,"lang":"en","type":"article","venue":"Journal of Turbomachinery","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Pratt and Whitney Canada","keywords":"Freestream; Mechanics; Boundary layer; Instability; Bubble; Laminar flow; Turbulence; Adverse pressure gradient; Reynolds number; Materials science; Flow separation; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001537765,0.0001743241,0.0001788294,0.0002503588,0.0002298676,0.000284992,0.0001881791,0.0002987552,0.0004946025],"category_scores_gemma":[0.0008168587,0.0001252869,0.0001366363,0.0001409898,0.0004427216,0.0004376837,0.000371002,0.0004525537,0.00006095122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666838,"about_ca_system_score_gemma":0.0001303412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009152889,"about_ca_topic_score_gemma":0.0005908149,"domain_scores_codex":[0.9997827,0.00002161447,0.00000999456,0.0000275207,0.0001239022,0.00003421108],"domain_scores_gemma":[0.9993429,0.0003176365,0.0001224598,0.00002494159,0.00009422452,0.00009783645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000220661,0.00003532782,0.003099883,0.00002301372,0.000006324313,0.00014511,0.0001711545,0.0005312446,0.9917737,0.0001381465,0.00003166297,0.003823854],"study_design_scores_gemma":[0.0000372186,0.0009745918,0.04534233,0.000006416362,0.00001822721,0.0004211012,0.0001356262,0.03031186,0.9221996,0.0001883662,0.000330647,0.00003389746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951304,0.0000416535,0.004618917,0.000008697773,0.00000290011,0.000007149845,0.0000228312,0.00004205489,0.0001254592],"genre_scores_gemma":[0.9979907,0.00002403369,0.001805824,0.000008779423,0.000002727937,0.000009101764,0.00003641358,0.000006068907,0.0001163442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009152889,"threshold_uncertainty_score":0.001819909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00953085697859,"score_gpt":0.2066957566595139,"score_spread":0.1971648996809239,"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."}}