{"id":"W578643585","doi":"10.1016/j.molliq.2015.05.003","title":"Estimation of asphaltene precipitation and equilibrium properties of hydrocarbon fluid phases using the PC-SAFT equation of state","year":2015,"lang":"en","type":"article","venue":"Journal of Molecular Liquids","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Asphaltene; Bubble point; Equation of state; Thermodynamics; Precipitation; Phase (matter); Flow assurance; Hydrocarbon; Dew point; Petroleum engineering; Chemistry; Petroleum industry; Bubble; Materials science; Mechanics; Geology; Organic chemistry; Physics; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005736841,0.00009500018,0.0002821028,0.000116439,0.00001908691,0.00001676684,0.000116688,0.00004775534,0.000003118894],"category_scores_gemma":[0.0004102704,0.0000665789,0.00009381469,0.0001506745,0.0001032259,0.0002118113,0.00002767394,0.00008472592,4.836034e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003402836,"about_ca_system_score_gemma":0.0001851439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003430903,"about_ca_topic_score_gemma":4.823138e-7,"domain_scores_codex":[0.9986411,0.00006506937,0.0006564344,0.00007893462,0.0004699703,0.00008853118],"domain_scores_gemma":[0.9983217,0.00003250759,0.0009721868,0.0001260783,0.0004981898,0.00004932454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002232331,0.00006709116,0.0001074616,0.0002127273,0.0001124468,0.000001961432,0.0007474353,0.07095505,0.9244692,0.00000609276,0.000002242582,0.003095085],"study_design_scores_gemma":[0.0004834801,0.000182459,0.000008885005,0.0004189831,0.0002239774,0.00001640938,0.0002543875,0.1784547,0.8196825,0.0002199219,0.000003285092,0.00005100076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802969,0.003711884,0.01569992,0.00009044453,0.00002294134,0.00001204161,0.000002993677,0.000003718301,0.0001591478],"genre_scores_gemma":[0.9984067,0.00003673028,0.001465961,0.000007723946,0.00002746997,7.71521e-7,0.000002708478,0.00001091936,0.00004103154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074996,"threshold_uncertainty_score":0.2715009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03722068522536705,"score_gpt":0.2731695839720675,"score_spread":0.2359488987467004,"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."}}