{"id":"W2123578840","doi":"10.1081/dis-200040234","title":"Asphaltene Self‐Association","year":2005,"lang":"en","type":"article","venue":"Journal of Dispersion Science and Technology","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Asphaltene; Chemistry; Alkyl; Monomer; Alkane; Stacking; Organic chemistry; Heteroatom; Molar mass; Chemical engineering; Hydrocarbon; Polymer","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":[0.0002016324,0.0002461706,0.0003076146,0.0003061987,0.0004156522,0.0004975466,0.0002783511,0.0002954181,0.004447962],"category_scores_gemma":[0.0006735993,0.0002057116,0.0002633719,0.0002455165,0.0001732063,0.000775949,0.0006195437,0.0004590807,0.001402397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160016,"about_ca_system_score_gemma":0.000268262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003596286,"about_ca_topic_score_gemma":0.0005477995,"domain_scores_codex":[0.9996673,0.00002154222,0.0000199498,0.0001066046,0.0001270472,0.00005763271],"domain_scores_gemma":[0.9995769,0.00007748536,0.00007302048,0.00007900751,0.0001465434,0.00004706515],"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":[0.0001490761,0.0001441838,0.005509457,0.0002054427,0.00006301975,0.0002017298,0.0001695902,0.001750897,0.9665653,0.003247731,0.0006645515,0.02132908],"study_design_scores_gemma":[0.00001105219,0.0001105143,0.00759804,0.000008793008,0.00002757882,0.0003205822,0.00004991936,0.004506185,0.9687474,0.0007819101,0.01782424,0.00001362151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776593,0.001547646,0.01024206,0.00009060383,0.00006412464,0.00004654648,0.0002697216,0.000146107,0.00993396],"genre_scores_gemma":[0.9798836,0.0009590937,0.002940119,0.00005257679,0.0000175311,0.00004817347,0.0006007304,0.00004259446,0.01545554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004447962,"threshold_uncertainty_score":0.01487994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004772884488516802,"score_gpt":0.2436974810415621,"score_spread":0.2389245965530453,"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."}}