{"id":"W1997668246","doi":"10.1002/cjce.5450830311","title":"Vapour-Liquid Equilibrium in Binary Aqueous Mixtures using a Modified Regular Solution Model","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermodynamics; Phase equilibrium; Distillation; Humanities; Chemistry; Physics; Philosophy; Phase (matter); Chromatography; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001769944,0.0001891772,0.0002610484,0.0002558367,0.00004278926,0.00002114938,0.0003170408,0.0001417963,0.000004699152],"category_scores_gemma":[0.00005858309,0.0001715803,0.0001121478,0.0002357832,0.00006489275,0.0001905521,0.0000170884,0.0005143853,9.149413e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004555816,"about_ca_system_score_gemma":0.0003293373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003503197,"about_ca_topic_score_gemma":0.00006438008,"domain_scores_codex":[0.9988956,0.00001324543,0.0003737543,0.00008985749,0.0001670981,0.0004604767],"domain_scores_gemma":[0.9993494,0.00003663912,0.00005080345,0.0001811714,0.00004426056,0.0003377056],"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":[0.00001339083,0.000002749255,0.000002372802,0.00001242854,0.00001795378,0.0001353095,0.000157572,0.55453,0.4450248,0.00005674842,0.00002343022,0.00002335924],"study_design_scores_gemma":[0.0003120216,0.00001706546,0.000006212116,0.00008297594,0.00001667272,0.000780462,0.000002705658,0.9329929,0.06532849,0.0002723455,0.00001297561,0.0001751493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895715,0.001276443,0.008521791,0.00009220517,0.0002483011,0.00006677603,0.000006425393,0.00003981433,0.0001767204],"genre_scores_gemma":[0.9988284,0.000007056773,0.000895098,0.00002194999,0.0001836986,0.000001591973,0.000002303925,0.00005398128,0.000005958613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3796962,"threshold_uncertainty_score":0.6996842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874074446488917,"score_gpt":0.1972383524916085,"score_spread":0.1784976080267194,"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."}}