{"id":"W2106016376","doi":"10.1002/cjce.22155","title":"A new model for the viscosity of asphaltene solutions","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Asphaltene; Volume fraction; Viscosity; Fraction (chemistry); Relative viscosity; Thermodynamics; Volume (thermodynamics); Chemistry; Materials science; Chemical engineering; Chromatography; Organic chemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002499488,0.00006858177,0.0001413449,0.00003656144,0.00005998788,0.00002499116,0.0003271519,0.00004511558,0.00001193769],"category_scores_gemma":[0.0003095939,0.00004257674,0.0001274537,0.00009043368,0.00003381056,0.00004396158,0.00001029284,0.0002046336,3.160578e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183377,"about_ca_system_score_gemma":0.0009305456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030039,"about_ca_topic_score_gemma":0.0002205036,"domain_scores_codex":[0.9994378,0.000001914653,0.0001997631,0.00004403302,0.0001248344,0.0001916489],"domain_scores_gemma":[0.9992092,0.00007608863,0.00009745704,0.0001221457,0.000133739,0.0003614234],"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":[0.00002055383,0.000007599307,0.00002966061,0.00005237866,0.0002125935,0.000002904408,0.0005815718,0.7240935,0.2683784,0.0005557563,0.002730329,0.003334797],"study_design_scores_gemma":[0.0003356134,0.000005457602,0.000001730492,0.00007281072,0.0001715224,0.00003808487,0.00003181327,0.9133216,0.08423308,0.0004950914,0.001218669,0.00007459658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4669037,0.01073601,0.5086483,0.01142424,0.0002580656,0.00003159204,0.00006724442,0.00003497738,0.001895865],"genre_scores_gemma":[0.9976869,0.00000181119,0.001668386,0.00002767842,0.0002164822,0.000001067547,8.739115e-7,0.000009520116,0.0003872919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5307832,"threshold_uncertainty_score":0.1736229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945848417381143,"score_gpt":0.2204644444084519,"score_spread":0.1910059602346405,"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."}}