{"id":"W2915024708","doi":"10.1016/j.fluid.2019.02.005","title":"A robust multiphase isenthalpic flash model for water/solvent/hydrocarbon systems at high pressures and elevated temperatures","year":2019,"lang":"en","type":"article","venue":"Fluid Phase Equilibria","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Chemistry; Enthalpy; Thermodynamics; Phase diagram; Phase (matter); Solubility; Mechanics; Physical chemistry; Organic chemistry; 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":[0.0002952309,0.0007031698,0.0008160357,0.0003103104,0.0004486841,0.0005894852,0.001212618,0.001108772,0.00230453],"category_scores_gemma":[0.0005874441,0.0003393518,0.0006211755,0.0002286784,0.000740854,0.0009769361,0.001000482,0.0007119122,0.0003450668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006184649,"about_ca_system_score_gemma":0.0009707442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006821622,"about_ca_topic_score_gemma":0.004005989,"domain_scores_codex":[0.9999189,0.00001682257,0.000004194062,0.00001609141,0.00002871029,0.00001523304],"domain_scores_gemma":[0.999833,0.00006754802,0.00002566782,0.00001736783,0.00003760062,0.00001891016],"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":[0.00003229541,0.00002360589,0.0001731854,0.00004592145,0.00001396744,0.00007778836,0.00001946744,0.9824954,0.007080834,0.007663588,0.0002551382,0.002118743],"study_design_scores_gemma":[0.00000385961,0.00000633103,0.00003570149,0.000001222645,0.000001758094,0.000003871199,0.000002351356,0.9984395,0.0006357295,0.0007436606,0.0001236384,0.000002406086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2975978,0.001317445,0.6723738,0.001108687,0.0001516547,0.0001917715,0.0007305138,0.0006743164,0.02585399],"genre_scores_gemma":[0.9758543,0.0003821327,0.01327865,0.0001071073,0.00004165515,0.0001797176,0.0002581032,0.0001218384,0.009776478],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006821622,"threshold_uncertainty_score":0.01356387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489339997878284,"score_gpt":0.2235605405875518,"score_spread":0.208667140608769,"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."}}