{"id":"W2898506052","doi":"10.1115/icone26-81045","title":"CFD Analysis of Supercritical-Water Flow and Heat Transfer in Vertical Bare Tube","year":2018,"lang":"en","type":"article","venue":"","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Turbulence; Mechanics; Buoyancy; Computational fluid dynamics; Heat transfer; Materials science; Thermodynamics; Supercritical fluid; Heat transfer coefficient; Heat flux; Fluent; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007665734,0.0002270951,0.0002332274,0.0003737985,0.0002937647,0.0003043738,0.0002351605,0.0002927805,0.0008629843],"category_scores_gemma":[0.0003405202,0.0001410055,0.0002969158,0.000221546,0.0004555603,0.0002586133,0.0001918874,0.0001661006,0.0001201113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000471264,"about_ca_system_score_gemma":0.0004630399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005791729,"about_ca_topic_score_gemma":0.003116783,"domain_scores_codex":[0.9999254,0.000005411326,0.000002926645,0.0000106522,0.00003763552,0.00001786459],"domain_scores_gemma":[0.999908,0.00003859502,0.00001090966,0.000006213256,0.00002685288,0.00000943848],"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":[0.0004544067,0.00008303893,0.009152306,0.0001497809,0.00002435424,0.0005675346,0.0002747676,0.3089792,0.6572662,0.003240174,0.0003594902,0.01944873],"study_design_scores_gemma":[0.00002109974,0.0001372779,0.01307563,0.0000081834,0.00001155855,0.00009443334,0.00005619016,0.8301867,0.1542952,0.0004965147,0.001586985,0.00003030787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878105,0.00009889329,0.01039201,0.00002395986,0.00001353734,0.00001389877,0.00009863408,0.0001080543,0.001440567],"genre_scores_gemma":[0.9941642,0.00005501931,0.004167595,0.00000471457,0.000004644829,0.00001128892,0.0001104958,0.00001598462,0.00146614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005791729,"threshold_uncertainty_score":0.01151603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009299212592521495,"score_gpt":0.2213801609527584,"score_spread":0.2120809483602369,"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."}}