{"id":"W2015479496","doi":"10.1021/ef049689+","title":"Kinetics and Thermodynamics of Asphaltene Adsorption on Metal Surfaces:  A Preliminary Study","year":2005,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asphaltene; Thermodynamics; Kinetics; Adsorption; Chemistry; Metal; Materials science; Physical chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001639556,0.0002911132,0.0003582783,0.0003081036,0.000238818,0.0002456642,0.0002813479,0.0002949535,0.002089985],"category_scores_gemma":[0.000404146,0.0001570854,0.0003468667,0.0002339792,0.0002006308,0.0004358002,0.0001745438,0.0002755435,0.0005204692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004943127,"about_ca_system_score_gemma":0.0001526948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002977742,"about_ca_topic_score_gemma":0.001998798,"domain_scores_codex":[0.999863,0.00001258599,0.000006713001,0.00002851528,0.00005778909,0.00003141645],"domain_scores_gemma":[0.9998736,0.00005440839,0.00001602563,0.00001253222,0.00003403569,0.000009300059],"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":[0.0001683433,0.00005768056,0.001578863,0.0002810195,0.00001690646,0.00007849981,0.00008110064,0.003805919,0.9882698,0.0005221889,0.0001260337,0.005013585],"study_design_scores_gemma":[0.00001336452,0.0004908636,0.006579983,0.000007013305,0.00001620845,0.0001009338,0.00004854105,0.02125588,0.9684876,0.0002484435,0.002736542,0.00001462565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921407,0.001573686,0.004063825,0.00004786476,0.000009899265,0.0000480835,0.0003729255,0.0000494136,0.001693541],"genre_scores_gemma":[0.9943897,0.001188022,0.001829603,0.00001564983,0.00001437186,0.0000226425,0.0002603648,0.00001178893,0.002267774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002977742,"threshold_uncertainty_score":0.006991684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104957708434306,"score_gpt":0.2348684574992398,"score_spread":0.2243726866558092,"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."}}