{"id":"W2064636048","doi":"10.1021/ef200654p","title":"Supramolecular Assembly Model for Aggregation of Petroleum Asphaltenes","year":2011,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":485,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Stacking; Asphaltene; Supramolecular chemistry; Chemistry; van der Waals force; Alkyl; Hydrogen bond; Molecule; Aromaticity; Solvophobic; Toluene; Non-covalent interactions; Chemical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002654646,0.0005926199,0.0007959688,0.001064869,0.001166077,0.001102636,0.001459048,0.001713465,0.00789291],"category_scores_gemma":[0.0004607776,0.0003132316,0.0007466524,0.0003890205,0.001406944,0.001771429,0.0008612251,0.0008267033,0.001754024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106104,"about_ca_system_score_gemma":0.0004507818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153409,"about_ca_topic_score_gemma":0.000846262,"domain_scores_codex":[0.9998391,0.00003175674,0.000008809097,0.00003734084,0.00004416132,0.00003872268],"domain_scores_gemma":[0.9998599,0.00003206624,0.00003145814,0.0000153713,0.00001982818,0.00004133916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008335491,0.0001844325,0.0007082377,0.0002430959,0.00005993389,0.001426762,0.0004899519,0.1887402,0.04052555,0.7545658,0.005530709,0.007442064],"study_design_scores_gemma":[0.00005947337,0.00009598355,0.0002695031,0.00001718763,0.00001579209,0.0002211207,0.00006046573,0.8294155,0.001169752,0.164017,0.004632275,0.00002602703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4150997,0.006810499,0.4168352,0.008134,0.0009841003,0.000652293,0.0006914904,0.002620916,0.1481719],"genre_scores_gemma":[0.9373137,0.00154552,0.0315276,0.0006170023,0.0002772812,0.0006805789,0.0002728421,0.0001239666,0.02764148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00789291,"threshold_uncertainty_score":0.02640438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236742061672107,"score_gpt":0.2395325044954495,"score_spread":0.2158582983282388,"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."}}