{"id":"W2024256105","doi":"10.1002/cjce.22093","title":"Hydrocarbons – water phase equilibria using the CPA equation of state with a group contribution method","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solubility; Equation of state; Hydrocarbon; Thermodynamics; Chemistry; Alkene; Flory–Huggins solution theory; Phase (matter); Group contribution method; Group (periodic table); Binary number; Phase equilibrium; Physical chemistry; Organic chemistry; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000680437,0.0005439749,0.0006702186,0.0006944282,0.0004798474,0.0005843416,0.001520916,0.0008216971,0.003012254],"category_scores_gemma":[0.001209108,0.0003141069,0.0009340299,0.0005610842,0.0005199946,0.001052367,0.0009153796,0.001168641,0.001029436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006011829,"about_ca_system_score_gemma":0.001074267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003576999,"about_ca_topic_score_gemma":0.002502544,"domain_scores_codex":[0.9996772,0.0001102682,0.00001242493,0.00002990089,0.0001490532,0.00002114046],"domain_scores_gemma":[0.9997029,0.0001393002,0.00001958485,0.00004536986,0.00007964861,0.00001325838],"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":[0.00007227488,0.0001587291,0.0008169563,0.000368341,0.00005962556,0.0002252203,0.0001381069,0.7723705,0.03118354,0.1307625,0.001980209,0.06186405],"study_design_scores_gemma":[0.000003840156,0.000007104492,0.0000424152,0.000003010717,0.000002386138,0.000009552147,0.000002374783,0.9941918,0.0008886182,0.003940244,0.0009047234,0.000003860064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02973214,0.0003389345,0.9601434,0.0002112336,0.0001122534,0.0002012164,0.0002121035,0.0003696427,0.008679066],"genre_scores_gemma":[0.5836512,0.0007387345,0.3985207,0.0001731724,0.0001630841,0.0009067039,0.0003576701,0.0004418851,0.01504683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003576999,"threshold_uncertainty_score":0.01007694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009017736383943256,"score_gpt":0.2151875288610495,"score_spread":0.2061697924771062,"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."}}