{"id":"W1997980529","doi":"10.1021/ef000287l","title":"Effect of Hydrotreating Conditions on the Conversion of Residual Fraction and Microcarbon Residue Present in Oil Sands Derived Heavy Gas Oil","year":2001,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Syncrude (Canada); University of Saskatchewan","funders":"","keywords":"Hydrodesulfurization; Fraction (chemistry); Residual oil; Fuel oil; Chemistry; Gasoline; Raw material; Distillation; Oil sands; Trickle-bed reactor; Space velocity; Vacuum distillation; Mass fraction; Pulp and paper industry; Catalysis; Waste management; Materials science; Organic chemistry; Selectivity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000154326,0.0001092659,0.0002332667,0.0001226294,0.0000659919,0.000008558531,0.00004455838,0.00004922306,0.00002449845],"category_scores_gemma":[0.00003856688,0.00008429898,0.00004283845,0.000191651,0.00005682428,0.00005383077,0.00002575933,0.00006852936,9.30929e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002920515,"about_ca_system_score_gemma":0.000005464853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003861381,"about_ca_topic_score_gemma":0.0001368847,"domain_scores_codex":[0.9993312,0.00007842437,0.0002338713,0.0001202688,0.0001273598,0.0001089123],"domain_scores_gemma":[0.9993818,0.0003763765,0.00007023448,0.0001262422,0.0000240815,0.00002124358],"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":[0.0001846936,0.00005019542,0.003982834,0.0002040655,0.0001444793,0.000006544996,0.0005262029,0.02242766,0.9650917,0.0002164634,0.0004396386,0.006725515],"study_design_scores_gemma":[0.000557574,0.0001018766,0.00345105,0.0001414328,0.0000396267,0.000002697517,0.00009900494,0.001636457,0.9933392,0.00003431254,0.0005154394,0.00008131764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993899,0.000641669,0.00002591109,0.0001282502,0.00003321978,0.00002254189,0.000008203313,0.00002615504,0.00521506],"genre_scores_gemma":[0.9976056,0.002106707,0.000008611085,0.00001330379,0.00004409604,0.00002232128,0.00002335849,0.00001266718,0.0001633991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0282475,"threshold_uncertainty_score":0.3437613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006886244157730347,"score_gpt":0.2202465192005289,"score_spread":0.2133602750427986,"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."}}