{"id":"W3043178214","doi":"10.1016/j.fluid.2020.112689","title":"Modelling of phase behavior of ammonia and its mixtures using the mg-SAFT","year":2020,"lang":"en","type":"article","venue":"Fluid Phase Equilibria","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Refrigerant; Chemistry; Ammonia; Thermodynamics; Work (physics); Phase (matter); Computation; Hydrocarbon; Liquid phase; Organic chemistry; Heat exchanger","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":[0.0002432389,0.0003954257,0.0004701051,0.0002914123,0.0003546348,0.0005840186,0.0006135643,0.0008631591,0.00162257],"category_scores_gemma":[0.0005501822,0.0002217901,0.0005349832,0.0003672516,0.0002973894,0.0006896891,0.0003367731,0.0003380967,0.0002579668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004232847,"about_ca_system_score_gemma":0.0006787013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00841694,"about_ca_topic_score_gemma":0.005918816,"domain_scores_codex":[0.9999113,0.00001783696,0.000006242505,0.00001519447,0.0000367616,0.00001275828],"domain_scores_gemma":[0.9998621,0.00007126526,0.00001669239,0.00001141046,0.00003189746,0.000006613093],"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":[0.00007515565,0.00003996244,0.001503345,0.0001133021,0.00001933154,0.00008517916,0.00003995573,0.976789,0.01292609,0.002593058,0.0001925438,0.005623168],"study_design_scores_gemma":[0.000003921219,0.0000146135,0.0001882834,0.00000285536,0.000002893797,0.00001064937,0.000004825513,0.9959466,0.003136333,0.0002662826,0.0004197678,0.000002974098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7839472,0.0008629404,0.1911391,0.0002767721,0.0001039629,0.0001443038,0.001341002,0.0007070468,0.02147776],"genre_scores_gemma":[0.9775599,0.0002906957,0.01909709,0.00001837744,0.0000128393,0.00005694958,0.000317184,0.00005313025,0.002593776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00841694,"threshold_uncertainty_score":0.01673591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05497978391349194,"score_gpt":0.2869185303031183,"score_spread":0.2319387463896264,"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."}}