{"id":"W2610696806","doi":"10.1021/acs.jpcc.7b01116","title":"Effect of Model Polycyclic Aromatic Compounds on the Coalescence of Water-in-Oil Emulsion Droplets","year":2017,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Centre for Clean Coal/Carbon and Mineral Processing Technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Coalescence (physics); Toluene; Heptane; Adsorption; Emulsion; Chemistry; Steric effects; Chemical physics; Molecule; Molecular dynamics; Chemical engineering; Organic chemistry; Computational chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004857669,0.0001605445,0.0004799746,0.00001556537,0.0001583877,0.00002759983,0.0009849253,0.00005504552,0.00001060993],"category_scores_gemma":[0.0001912752,0.00007123753,0.0002623167,0.00003935738,0.0003010748,0.00006772793,0.00008311994,0.0004431256,0.000002081903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003616807,"about_ca_system_score_gemma":0.00002423497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001450063,"about_ca_topic_score_gemma":3.701512e-7,"domain_scores_codex":[0.9988466,0.00005105955,0.0003821973,0.00009384069,0.0004486417,0.0001776965],"domain_scores_gemma":[0.9982033,0.000394613,0.0007412457,0.0005765544,0.00003032124,0.0000539273],"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":[0.0002144019,0.0001885763,0.0001542251,0.0003375388,0.00005374766,0.000003477861,0.0002654399,0.0008871541,0.9960794,0.000001154578,0.00001652294,0.001798404],"study_design_scores_gemma":[0.0005184754,0.00006046222,0.00003715549,0.0007523294,0.0001527465,0.00001233082,0.0000502777,0.03869764,0.959384,0.0002562787,0.000004654476,0.00007360423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942806,0.00004307108,0.00000763577,0.0004165968,0.000007488532,0.000003796262,0.00000308018,0.000003746247,0.005233975],"genre_scores_gemma":[0.9991323,0.00002093324,0.000004782505,0.000008281064,0.0001237395,9.173633e-7,0.000001165856,0.00001106449,0.0006967808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03781049,"threshold_uncertainty_score":0.2904982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151826677382773,"score_gpt":0.2670874264331215,"score_spread":0.2555691596592938,"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."}}