{"id":"W1977287776","doi":"10.1021/la500864h","title":"Understanding Mechanisms of Asphaltene Adsorption from Organic Solvent on Mica","year":2014,"lang":"en","type":"article","venue":"Langmuir","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Asphaltene; Mica; Adsorption; Surface forces apparatus; Chemistry; Chemical engineering; Toluene; Diffusion; Solvent; Surface force; Organic chemistry; Materials science; Thermodynamics; Composite material","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":[0.00006148952,0.00008921442,0.0001641284,0.00003865443,0.00004830031,0.00001543754,0.0001129438,0.00007457958,0.0008261409],"category_scores_gemma":[0.00002482917,0.00007916307,0.00006937597,0.00008004406,0.00001575395,0.00002612922,0.00001928293,0.0000861944,0.00004378661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006857353,"about_ca_system_score_gemma":0.00000907027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004017072,"about_ca_topic_score_gemma":0.00001416294,"domain_scores_codex":[0.9993779,0.00001288954,0.0001405031,0.0001719282,0.000170393,0.0001263819],"domain_scores_gemma":[0.9996291,0.00004368528,0.0001067931,0.0001672338,0.00001625541,0.00003688287],"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":[0.00001435837,0.00004332762,0.0001169832,0.00003680402,0.0000430881,7.35513e-7,0.00007267675,0.00001491857,0.9954711,0.003419849,0.00009787075,0.0006682717],"study_design_scores_gemma":[0.0005267198,0.00003300656,0.0001542963,0.0001503193,0.0001069924,9.164668e-7,0.0003397018,0.003668329,0.973125,0.02097446,0.0007505685,0.0001696631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707822,0.00008183435,0.0934909,0.0004358939,0.00006768892,0.00000545127,0.00003044904,0.0001437771,0.03496182],"genre_scores_gemma":[0.9983266,0.000005603556,0.0002995813,0.00008634266,0.0001098169,0.000001697451,0.00005997551,0.00001509639,0.001095281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275444,"threshold_uncertainty_score":0.9045663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524834054076635,"score_gpt":0.2308812668045386,"score_spread":0.1956329262637722,"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."}}