{"id":"W4252947454","doi":"10.1115/gt2014-26985","title":"Influence of Unsteadiness on the Control of a Hub-Corner Separation Within a Radial Vaned Diffuser","year":2014,"lang":"en","type":"article","venue":"","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Impeller; Diffuser (optics); Centrifugal compressor; Suction; Gas compressor; Mechanics; Flow separation; Flow (mathematics); Centrifugal pump; Work (physics); Engineering; Boundary layer; Mechanical engineering; Physics; Optics","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":[0.0001320548,0.00007730085,0.0001221151,0.00004227695,0.00001879549,0.000006260205,0.00007920361,0.00003987981,0.00002619733],"category_scores_gemma":[0.00003237651,0.00004718646,0.00002467999,0.0001190531,0.00002541043,0.0001167715,0.000003986212,0.00005741965,0.000008501897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000769069,"about_ca_system_score_gemma":0.000005581523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001868085,"about_ca_topic_score_gemma":0.00002245342,"domain_scores_codex":[0.9995538,0.0000223251,0.0001947096,0.00005887114,0.00009784199,0.00007245074],"domain_scores_gemma":[0.9996662,0.00007365533,0.00005046745,0.0001527616,0.00004100183,0.0000159687],"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":[0.00003193155,0.0000120512,0.002369418,0.00002002389,0.00001231549,4.066574e-8,0.0002483939,0.9819937,0.01159366,0.003431107,0.00006216578,0.0002252289],"study_design_scores_gemma":[0.0005619848,0.00005360066,0.01726351,0.00002120956,0.00001173455,5.017612e-7,0.000007452104,0.9593449,0.02253595,0.00006127555,0.00007169035,0.00006617774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753655,0.000006503828,0.02221476,0.00003906138,0.00005974036,0.000128605,0.00000226593,0.00004491611,0.002138642],"genre_scores_gemma":[0.999629,0.000004270451,0.0001218225,0.0001186029,0.00003325819,0.00001074813,0.000003541945,0.000009603679,0.00006921901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02426343,"threshold_uncertainty_score":0.1924208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003957445993712852,"score_gpt":0.1928199517344384,"score_spread":0.1888625057407256,"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."}}