{"id":"W2312999806","doi":"10.1021/ef201437t","title":"On the Applicability of the Regular Solution Theory to Asphaltene + Diluent Mixtures","year":2011,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Diluent; Asphaltene; Hildebrand solubility parameter; Thermodynamics; Solubility; Decane; Tetrahydrofuran; Toluene; Dilution; Organic chemistry; Solvent","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":[0.003600456,0.0007293713,0.0008927865,0.0009878597,0.0005509009,0.001108862,0.001729045,0.001149178,0.001569805],"category_scores_gemma":[0.007700561,0.0003775463,0.0008953763,0.0004188727,0.003340644,0.002829843,0.001601269,0.00260844,0.000572885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009001323,"about_ca_system_score_gemma":0.0005680992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092116,"about_ca_topic_score_gemma":0.0004822435,"domain_scores_codex":[0.9974644,0.0006262844,0.00009377103,0.0006245839,0.001036951,0.0001539445],"domain_scores_gemma":[0.9970595,0.001688471,0.0002770761,0.0005543898,0.0003770154,0.00004345246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003327212,0.0001955812,0.003649352,0.0006582757,0.0001290416,0.001132603,0.0004667533,0.1418574,0.08778203,0.6590148,0.002242822,0.1025386],"study_design_scores_gemma":[0.00002737946,0.0002925452,0.001665718,0.00008996262,0.00003848936,0.0004797711,0.0000793445,0.6915129,0.05878342,0.2387023,0.008260372,0.00006787692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1644994,0.005784399,0.7852048,0.00279143,0.0007920325,0.0002866339,0.0001947346,0.0004608351,0.03998576],"genre_scores_gemma":[0.9051471,0.005578762,0.07884989,0.0009893586,0.00051015,0.0003402639,0.000221802,0.0001589126,0.008203758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003600456,"threshold_uncertainty_score":0.0190413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268814982838391,"score_gpt":0.2113398925413038,"score_spread":0.1986517427129199,"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."}}