{"id":"W2328614003","doi":"10.1021/ef2014698","title":"Kinetics and Properties of Asphaltene Adsorption on Surfaces","year":2011,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Devon Energy (Canada); University of Alberta","funders":"","keywords":"Asphaltene; Quartz crystal microbalance; Adsorption; Chemical engineering; Toluene; Kinetics; Chemistry; Precipitation; Swelling; Solvent; Materials science; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000334039,0.00008731759,0.0001353573,0.00003460489,0.00002454119,0.00001007869,0.00007479391,0.00005617688,0.0001594032],"category_scores_gemma":[0.00001644182,0.00006823737,0.00003408342,0.00005492686,0.00006128802,0.00004227449,0.00001978866,0.00004289198,0.000002366707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007260703,"about_ca_system_score_gemma":0.000007712841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001655026,"about_ca_topic_score_gemma":0.00001692242,"domain_scores_codex":[0.9994981,0.000009221707,0.0001375635,0.0001406438,0.0001110284,0.0001034744],"domain_scores_gemma":[0.9997002,0.000007774539,0.00008024914,0.0001339763,0.00004007553,0.00003768388],"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":[0.00002778051,0.00009893276,0.000603751,0.00006757551,0.00003375985,9.825139e-7,0.0001522857,0.00001709108,0.9880292,0.000234039,0.00000932799,0.01072527],"study_design_scores_gemma":[0.0001272925,0.00004755524,0.0002572289,0.00009050052,0.00003391977,0.000001356468,0.00007487951,0.00006963885,0.9979529,0.0001526107,0.001110001,0.00008205138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599578,0.001641205,0.00002401781,0.00002446364,0.00001550436,0.000001070797,0.000002313973,0.00003059871,0.03830305],"genre_scores_gemma":[0.9923151,0.0002324104,0.0001378,0.00002885082,0.00003802439,0.000003081849,0.000003493227,0.000009824552,0.007231485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03235725,"threshold_uncertainty_score":0.2782639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548440363558669,"score_gpt":0.2102784206500492,"score_spread":0.1847940170144625,"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."}}