{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001573128,0.0004921706,0.0004486195,0.0003931039,0.0002912903,0.0004674057,0.0004698751,0.0007750397,0.001057191],"category_scores_gemma":[0.000356127,0.0002707204,0.0003668226,0.00020952,0.0003680552,0.001271505,0.0002722711,0.0006483649,0.0003524621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006091162,"about_ca_system_score_gemma":0.000281257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471155,"about_ca_topic_score_gemma":0.002148233,"domain_scores_codex":[0.9998192,0.00001530949,0.00001090147,0.00003134848,0.00007505694,0.000048181],"domain_scores_gemma":[0.9998212,0.00005553825,0.00005185549,0.00001190057,0.0000410406,0.00001851738],"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":[0.00003048576,0.00001810682,0.0008926808,0.0002153198,0.00001081993,0.00006536977,0.00004080897,0.0006583471,0.9948632,0.00051566,0.00003485284,0.002654404],"study_design_scores_gemma":[0.00001082915,0.0001263891,0.01564129,0.00002022157,0.00002482949,0.0002257688,0.0001633376,0.02021894,0.9602087,0.0006181925,0.00271984,0.00002155969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802972,0.006166022,0.01083156,0.0003325709,0.00002145485,0.00005888402,0.0002308089,0.00007795763,0.001983421],"genre_scores_gemma":[0.9889405,0.004142923,0.005269404,0.00005660158,0.0000172486,0.00004583578,0.0002243267,0.000009286279,0.001293911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002471155,"threshold_uncertainty_score":0.004913509,"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."}}