{"id":"W2146265407","doi":"10.1002/aic.690490705","title":"Characterization of asphaltenes aggregation and fragmentation in a shear field","year":2003,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Devon Energy (Canada); University of Alberta","funders":"","keywords":"Breakup; Breakage; Chemistry; Asphaltene; Shear rate; Thermodynamics; Population; Heptane; Materials science; Viscosity; Mechanics; Composite material; Organic chemistry; Physics","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":[0.0002669371,0.0001488443,0.0001887719,0.000382606,0.0002533536,0.0002401821,0.0001127124,0.0001619769,0.0004041833],"category_scores_gemma":[0.000345292,0.00008762892,0.0001386155,0.000256344,0.0001814243,0.0002232486,0.00007569457,0.0003045297,0.00009389316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254058,"about_ca_system_score_gemma":0.0001343963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703005,"about_ca_topic_score_gemma":0.001307146,"domain_scores_codex":[0.9999158,0.00001136856,0.000005315322,0.00001669972,0.00003359188,0.00001712629],"domain_scores_gemma":[0.9997556,0.00007790678,0.00006929622,0.00001297139,0.00005230085,0.00003197013],"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":[0.0001329223,0.00001731311,0.001724139,0.0000199494,0.000005264247,0.00004224863,0.00005450096,0.0006499387,0.9956731,0.00006869746,0.00001732578,0.001594649],"study_design_scores_gemma":[0.00001376576,0.0004950228,0.02581087,0.000005532845,0.00001533964,0.00007437163,0.00004269728,0.01092411,0.9621295,0.00005687368,0.0004242066,0.000007788362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986236,0.0001450346,0.0009837957,0.000007362491,0.000002184277,0.000005801454,0.0000555139,0.00001260399,0.0001642037],"genre_scores_gemma":[0.9987869,0.0001659712,0.0006609272,0.000006758905,0.000002428004,0.000005895171,0.00009389033,0.000003660884,0.000273598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001703005,"threshold_uncertainty_score":0.003386199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0081087996969926,"score_gpt":0.2414400240958258,"score_spread":0.2333312243988332,"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."}}