{"id":"W2007760385","doi":"10.1021/ef0200368","title":"FCC Study of Canadian Oil-Sands Derived Vacuum Gas Oils. 1. Feed and Catalyst Effects on Yield Structure","year":2002,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coke; Zeolite; Catalysis; Gasoline; Yield (engineering); Fluid catalytic cracking; Raw material; Vacuum distillation; Cracking; Octane rating; Chemical engineering; Chemistry; Distillation; Matrix (chemical analysis); Light crude oil; Materials science; Organic chemistry; Metallurgy; Chromatography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001262104,0.0002416981,0.000361203,0.0006455871,0.0005321045,0.000288136,0.0003471091,0.0002479935,0.000941865],"category_scores_gemma":[0.0002518561,0.0001330767,0.0002586177,0.0004305784,0.000240414,0.0002235762,0.0001974797,0.0002886208,0.000162701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484665,"about_ca_system_score_gemma":0.0007035103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1349293,"about_ca_topic_score_gemma":0.1976968,"domain_scores_codex":[0.9997314,0.00001057038,0.000009804989,0.0000363913,0.0001495401,0.00006230407],"domain_scores_gemma":[0.9998569,0.00002308717,0.00001922678,0.000007905878,0.0000779233,0.00001492757],"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":[0.0003278302,0.00003894686,0.008714058,0.0001951325,0.00001553581,0.000208861,0.0001115407,0.001918208,0.9806455,0.0001257872,0.00005844949,0.007640151],"study_design_scores_gemma":[0.000004378732,0.0002349657,0.02643318,0.00000709407,0.00001738389,0.00007387293,0.0001287118,0.002890661,0.9694315,0.00001706907,0.0007530808,0.000008092932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981029,0.0002424609,0.0003381584,0.000006806582,0.000001319461,0.00001393257,0.0001828837,0.0000103932,0.001101142],"genre_scores_gemma":[0.9983784,0.0002546911,0.0005005817,0.000003923673,0.00000151531,0.000005876424,0.000204759,0.000004794281,0.0006454201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1349293,"threshold_uncertainty_score":0.2682877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00889993638682546,"score_gpt":0.1949557580211168,"score_spread":0.1860558216342913,"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."}}