{"id":"W2589129541","doi":"10.1007/978-981-10-2314-9_15","title":"Numerical Instability Study of Supercritical Water Flowing Upward in Two Heated Parallel Channels","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Instability; Computational fluid dynamics; Mechanics; Turbulence; Supercritical fluid; Computer simulation; Reynolds-averaged Navier–Stokes equations; Supercritical flow; Flow (mathematics); Boundary value problem; Physics; Mathematics; Thermodynamics; Mathematical analysis","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":[0.0001643501,0.0003283372,0.0005386367,0.0005814116,0.0007528939,0.0007360234,0.0007633072,0.0007823384,0.00189448],"category_scores_gemma":[0.0008275144,0.000220456,0.0004470235,0.0004329696,0.0008149837,0.0005202643,0.0005031113,0.0006367647,0.0001266642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005957445,"about_ca_system_score_gemma":0.0007418579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053155,"about_ca_topic_score_gemma":0.004193135,"domain_scores_codex":[0.9999237,0.00001448743,0.000004342815,0.00001542711,0.00002276171,0.00001929443],"domain_scores_gemma":[0.9994708,0.0003177108,0.00005744679,0.00002430836,0.00008538154,0.0000443131],"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":[0.0004549618,0.0004288853,0.00652715,0.000217702,0.00006988405,0.000481637,0.0003655505,0.9156587,0.05004762,0.01138756,0.001507085,0.01285341],"study_design_scores_gemma":[0.00001313578,0.00003453162,0.0006584325,0.000003233843,0.000005651558,0.00001509604,0.0000409074,0.9965032,0.00218432,0.0003846842,0.0001490869,0.000007683906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739173,0.0003260408,0.01215808,0.0003348262,0.00008024069,0.00004378199,0.0001568138,0.0001474136,0.01283557],"genre_scores_gemma":[0.9926093,0.00007775439,0.003646361,0.00002570217,0.00001718517,0.00002538958,0.0000629634,0.00002309416,0.00351227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053155,"threshold_uncertainty_score":0.02094048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053111519728183,"score_gpt":0.2770378645475653,"score_spread":0.2465067493502835,"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."}}