{"id":"W2906546655","doi":"10.1063/1.5065388","title":"Viscosity effects in density-stable miscible displacement flows: Experiments and simulations","year":2018,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Physics; Viscosity; Volume of fluid method; Finite volume method; Shear thinning; Displacement (psychology); Density contrast; Smoothed-particle hydrodynamics; Flow (mathematics); Thermodynamics","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":[0.0002878005,0.0004691529,0.000485627,0.0005886026,0.0003609715,0.000494451,0.0005462012,0.0006853339,0.0009346001],"category_scores_gemma":[0.001158046,0.0002020789,0.0002349075,0.0005485341,0.000656385,0.0004858065,0.0004529445,0.0005529207,0.00009820873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437141,"about_ca_system_score_gemma":0.0002392569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664881,"about_ca_topic_score_gemma":0.000849854,"domain_scores_codex":[0.9998084,0.00002452267,0.00001101193,0.00003134144,0.00006526601,0.00005952355],"domain_scores_gemma":[0.9993025,0.0003731815,0.0001236205,0.00006142102,0.00007848163,0.00006069294],"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":[0.001168674,0.0008761684,0.01127502,0.000491365,0.00005576874,0.0008579228,0.0006778672,0.5436881,0.4194062,0.004357147,0.000717664,0.01642812],"study_design_scores_gemma":[0.00007506659,0.0005505499,0.004920118,0.00002679146,0.00001998161,0.00008505909,0.00009572018,0.8738986,0.1190043,0.000686018,0.0005943286,0.00004361659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955844,0.0002212291,0.002922948,0.00005244564,0.00001201365,0.00002282089,0.0001496578,0.0000945483,0.0009400139],"genre_scores_gemma":[0.9973629,0.0001277539,0.002169555,0.000006299524,0.000004536031,0.00001831015,0.00007076679,0.00001249983,0.0002273296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001664881,"threshold_uncertainty_score":0.003310382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008584776194004249,"score_gpt":0.2655949063532284,"score_spread":0.2570101301592241,"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."}}