{"id":"W2330458918","doi":"10.1021/ef3018578","title":"Heavy Petroleum Composition. 3. Asphaltene Aggregation","year":2013,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Asphaltene; Chemistry; Heteroatom; Boiling point; Solubility; Mass spectrometry; Fraction (chemistry); Distillation; Petroleum; Alkane; Boiling; Chemical engineering; Analytical Chemistry (journal); Chromatography; Organic chemistry; Hydrocarbon","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":[0.0000949752,0.0004281311,0.0001384952,0.0009709326,0.000387091,0.0004424468,0.0002046015,0.0003311691,0.006243096],"category_scores_gemma":[0.0002206846,0.0001542636,0.0001920121,0.0007657041,0.0002070643,0.0005403368,0.0003705301,0.0003743157,0.001965859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407878,"about_ca_system_score_gemma":0.0002393726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003658256,"about_ca_topic_score_gemma":0.003144223,"domain_scores_codex":[0.9997062,0.000009075257,0.0000119221,0.00006981636,0.0001559512,0.00004700548],"domain_scores_gemma":[0.9998579,0.00001806165,0.00004088466,0.00001418698,0.00005160012,0.00001729873],"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":[0.0001530189,0.00002747829,0.007525801,0.0001594046,0.00001429582,0.0002254792,0.00006404084,0.000296694,0.9719613,0.0007994433,0.0002889462,0.01848413],"study_design_scores_gemma":[0.000005483645,0.00007469484,0.04616232,0.00002604247,0.00001958259,0.0006601035,0.00008789535,0.001659498,0.9357493,0.0006361188,0.0149038,0.00001510812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119599,0.003923824,0.02894197,0.0002127047,0.00005663227,0.0002045747,0.007363562,0.0005286584,0.04680817],"genre_scores_gemma":[0.9725246,0.00241833,0.008282227,0.000108513,0.00001596134,0.00005655949,0.002855923,0.00009687901,0.01364108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006243096,"threshold_uncertainty_score":0.02088529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007619528397139308,"score_gpt":0.2152963220341037,"score_spread":0.2076767936369644,"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."}}