{"id":"W1978314010","doi":"10.1115/gt2013-94917","title":"Experimental and CFD Study of a Rectangular S-Bend Passage With and Without Pressure Recovery Effects","year":2013,"lang":"en","type":"article","venue":"","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Turbulence; Computational fluid dynamics; Mechanics; Outflow; Flow (mathematics); Reynolds number; Inlet; Diffusion; Materials science; Physics; Meteorology; Engineering; Thermodynamics; Mechanical engineering","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":[0.0000251742,0.00009584535,0.0001235374,0.00003780206,0.00002329465,0.00002492133,0.00002401648,0.00002906179,0.00003564327],"category_scores_gemma":[0.000001766982,0.00006837441,0.000005712563,0.00004917696,0.00001361298,0.0002790569,0.00001626685,0.00004564039,0.000001151284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004136103,"about_ca_system_score_gemma":0.000001564381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007532134,"about_ca_topic_score_gemma":0.00001611633,"domain_scores_codex":[0.9996599,0.00001108478,0.00007902001,0.00009889698,0.00006901238,0.00008208472],"domain_scores_gemma":[0.9998389,0.00001173267,0.00001492142,0.00009145051,0.00001020382,0.00003272107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002735993,0.0007556808,0.6967205,0.001161849,0.0009688488,0.00001020794,0.01587525,0.09738544,0.1660901,0.00005961084,0.001985664,0.01871326],"study_design_scores_gemma":[0.005928887,0.004138325,0.404135,0.0001689593,0.0001906825,0.00003850644,0.003255253,0.4560121,0.1252267,0.00002459676,0.0001575839,0.0007233822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968732,0.0007688839,0.0004167803,0.000002747254,0.00002998836,0.0004391659,6.562249e-7,0.0000691883,0.001399392],"genre_scores_gemma":[0.9987255,0.00002303337,0.0009825545,0.000008335583,0.00001297404,0.0000443032,0.000001591737,0.00001612188,0.0001856211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3586267,"threshold_uncertainty_score":0.2788227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002577001080298692,"score_gpt":0.1842902187724489,"score_spread":0.1817132176921502,"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."}}