{"id":"W2030255185","doi":"10.1016/j.fluid.2015.03.035","title":"The UNIFAC model and the partition of alkyl and alkylphenol ethoxylate surfactants in the excess phases of middle phase microemulsions","year":2015,"lang":"en","type":"article","venue":"Fluid Phase Equilibria","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; McLean Foundation","keywords":"Chemistry; Alkylphenol; UNIFAC; Microemulsion; Alkyl; Phase (matter); Thermodynamics; Activity coefficient; Organic chemistry; Chromatography; Pulmonary surfactant; Phase equilibrium; Aqueous solution","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":[0.0005808904,0.0006241947,0.0003680522,0.0003819444,0.0003365903,0.0005540789,0.0005924315,0.0005105102,0.001767916],"category_scores_gemma":[0.00119284,0.0001742781,0.0004807477,0.000285269,0.0003090744,0.001428779,0.0003774053,0.0005758522,0.0008023197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006337034,"about_ca_system_score_gemma":0.0006848373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006981482,"about_ca_topic_score_gemma":0.005423933,"domain_scores_codex":[0.9998195,0.0000538998,0.000007403151,0.00003651741,0.00004474923,0.00003810095],"domain_scores_gemma":[0.9997055,0.0001321238,0.00004145898,0.00003372231,0.00006861883,0.00001847823],"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":[0.001846992,0.0004219093,0.004844206,0.0003425025,0.0001203079,0.000424085,0.0002561025,0.5761021,0.3122053,0.04928071,0.001726896,0.05242889],"study_design_scores_gemma":[0.000009103162,0.00006927709,0.0004558504,0.000003630306,0.000008586173,0.00003678012,0.00001817561,0.9735207,0.02398499,0.001489704,0.000392593,0.00001062755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853376,0.0006917728,0.1091764,0.0002426217,0.00004267418,0.00003337883,0.0002208303,0.0002797124,0.003975109],"genre_scores_gemma":[0.9849775,0.0003984033,0.01008683,0.00004435531,0.0000168387,0.00004343278,0.0001724516,0.0000774056,0.004182823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006981482,"threshold_uncertainty_score":0.01388168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06947267802274207,"score_gpt":0.3167720959125901,"score_spread":0.247299417889848,"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."}}