{"id":"W4402793593","doi":"10.1016/j.fuel.2024.133143","title":"Adsorption behavior of asphaltene aggregates generated by self-association at the oil/water interface","year":2024,"lang":"en","type":"article","venue":"Fuel","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Sichuan Province; Southwest Petroleum University; China Scholarship Council; National Natural Science Foundation of China","keywords":"Asphaltene; Adsorption; Association (psychology); Chemical engineering; Chemistry; Interface (matter); Organic chemistry; Gibbs isotherm; Psychology","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":[0.0001143569,0.0001646043,0.0001461155,0.0002712909,0.0002478713,0.0002084354,0.0002278777,0.0002509979,0.002023086],"category_scores_gemma":[0.0002427621,0.00009479414,0.0001705604,0.000152048,0.0001457115,0.0002731711,0.0001601981,0.000288928,0.0003292001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087025,"about_ca_system_score_gemma":0.0001021292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274835,"about_ca_topic_score_gemma":0.001066641,"domain_scores_codex":[0.999879,0.000009322104,0.000005793191,0.00002478598,0.00003887293,0.00004215651],"domain_scores_gemma":[0.9998971,0.0000250955,0.00001952932,0.000007129934,0.0000295596,0.00002156183],"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":[0.0002536084,0.00006108972,0.0007173855,0.00002827519,0.00001022372,0.00006702614,0.0000493963,0.000626733,0.9963086,0.0001501301,0.00007953906,0.001647957],"study_design_scores_gemma":[0.00000987591,0.0001771346,0.004432735,0.000001955446,0.000008768634,0.00003318286,0.00004225035,0.008375488,0.9865469,0.00004004164,0.0003244964,0.000007172835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992021,0.00006452919,0.0002929539,0.000008623756,0.000004406978,0.000002322339,0.00003887423,0.000009784781,0.0003764488],"genre_scores_gemma":[0.9989682,0.00004965676,0.0002494465,0.000006271006,0.000002911273,0.000002521165,0.00006821569,0.000004071645,0.000648736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002023086,"threshold_uncertainty_score":0.006767869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006293057720994813,"score_gpt":0.2343115162204406,"score_spread":0.2280184584994458,"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."}}