{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001015569,0.0001480394,0.0002435483,0.00007581029,0.00007084969,0.00001598934,0.0002132646,0.0001138434,0.0001013927],"category_scores_gemma":[0.00004602535,0.0001425511,0.0002037597,0.00009156908,0.00003931945,0.0001110122,0.00002659379,0.00005370765,0.000002098037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002118428,"about_ca_system_score_gemma":0.00006634586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186378,"about_ca_topic_score_gemma":0.00002310374,"domain_scores_codex":[0.9990456,0.00001034008,0.0002746503,0.0002573257,0.0001845116,0.0002275864],"domain_scores_gemma":[0.9992939,0.00002762629,0.0001961541,0.000283362,0.0001295703,0.0000693429],"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":[0.00005196575,0.0001216373,0.0002874032,0.0001295308,0.0001344717,0.000002759163,0.0001561751,0.001133632,0.9734675,0.003187667,0.00006991537,0.02125737],"study_design_scores_gemma":[0.0003514836,0.00002159645,0.00001118406,0.00004835353,0.0001196162,0.000001833292,0.00004668235,0.0605563,0.9348211,0.002372826,0.001492426,0.0001565548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8120993,0.0009431765,0.1451696,0.00003536846,0.00003464282,0.000004093426,0.00002294608,0.00008290658,0.041608],"genre_scores_gemma":[0.980219,0.00005008634,0.00423317,0.00005612515,0.0000716051,0.00003594516,0.00004959556,0.00002826569,0.01525622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1681197,"threshold_uncertainty_score":0.5813065,"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."}}