{"id":"W2591167510","doi":"10.1021/acs.energyfuels.6b02544","title":"Reactivity and Comprehensive Kinetic Modeling of Deasphalted Vacuum Residue Thermal Cracking","year":2017,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Shandong Academy of Sciences; China National Offshore Oil Corporation","keywords":"Asphaltene; Cracking; Chemistry; Asphalt; Solvent; Chemical engineering; Fluid catalytic cracking; Thermal; Kinetic energy; Materials science; Organic chemistry; Thermodynamics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003640106,0.0006630648,0.0008158032,0.0004337995,0.000314289,0.0008979539,0.0007293768,0.001009803,0.0009306875],"category_scores_gemma":[0.0004989466,0.0003667404,0.001099932,0.0003532036,0.000349386,0.0005476084,0.0003874606,0.0005539237,0.0002741283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000851654,"about_ca_system_score_gemma":0.0005854102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0110952,"about_ca_topic_score_gemma":0.003473023,"domain_scores_codex":[0.9998627,0.00001955899,0.00001069721,0.000036371,0.00004006682,0.00003064746],"domain_scores_gemma":[0.9998206,0.0000859663,0.00003036257,0.00001582314,0.00003659869,0.00001056217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008866109,0.00007391159,0.001243529,0.0001142173,0.00001753607,0.0001115784,0.00004202669,0.9582403,0.0366361,0.001017443,0.00005277465,0.002361898],"study_design_scores_gemma":[0.000004517036,0.00003601462,0.0003619284,0.000002250589,0.000004894129,0.000009977235,0.000007698847,0.9937151,0.005595546,0.0001183842,0.00013852,0.000005125262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926946,0.0006766373,0.06620857,0.00009055776,0.00002467591,0.00007917178,0.0004607008,0.0001808245,0.005332895],"genre_scores_gemma":[0.9949839,0.0003273253,0.002620278,0.000006302774,0.000003073749,0.00005782165,0.0001467928,0.00001379362,0.001840629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110952,"threshold_uncertainty_score":0.02206123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352889136147588,"score_gpt":0.2605936034959772,"score_spread":0.2370647121345013,"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."}}