{"id":"W1972269436","doi":"10.1021/ef010234j","title":"Quality of Distillates from Repeated Recycle of Residue","year":2002,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Syncrude (Canada); University of Alberta","funders":"","keywords":"Residue (chemistry); Coke; Chemistry; Distillation; Nitrogen; Vacuum distillation; Chromatography; 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":[0.0003752896,0.0004707221,0.000427499,0.0007695547,0.0004303716,0.0008259912,0.000318759,0.0003067153,0.001531333],"category_scores_gemma":[0.0008525862,0.0002648273,0.0002937817,0.000797989,0.0003103083,0.0004585161,0.0003091063,0.0006483439,0.0003553346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004950608,"about_ca_system_score_gemma":0.0003302723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004406687,"about_ca_topic_score_gemma":0.009227117,"domain_scores_codex":[0.999468,0.00003609684,0.00002664583,0.00008614349,0.0002786312,0.0001043453],"domain_scores_gemma":[0.9994459,0.00009023765,0.0001065633,0.00006254574,0.000246207,0.00004863473],"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":[0.0001604809,0.00001362039,0.001123615,0.00003165882,0.00001197049,0.00007199327,0.0000446851,0.0001812001,0.9959996,0.00002671758,0.00001717711,0.002317296],"study_design_scores_gemma":[0.000004890623,0.0001221686,0.009475595,0.000005288135,0.00001329239,0.00006921009,0.00003879022,0.0004927444,0.9893782,0.00001425421,0.0003764957,0.000009175973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975176,0.0002267681,0.001076105,0.00001253708,0.000004499404,0.000009424703,0.0003648433,0.0000585073,0.0007297043],"genre_scores_gemma":[0.9942479,0.0002627528,0.001652505,0.00001837878,0.000002785717,0.00001761323,0.001199448,0.0001005278,0.002498019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004406687,"threshold_uncertainty_score":0.008762062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210054257540821,"score_gpt":0.2510540202937449,"score_spread":0.2289534777183367,"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."}}