{"id":"W4321114042","doi":"10.1111/oet.7_12978","title":"Oil Refining","year":2023,"lang":"en","type":"article","venue":"Oil and Energy Trends","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refinery; Kerosene; Oil refinery; Diesel fuel; Naphtha; Fuel oil; Residual oil; Environmental science; Environmental protection; Geography; Waste management; Engineering; Environmental engineering; Chemistry; Petroleum engineering","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":[0.000313716,0.0006720885,0.0004151962,0.002853366,0.0007387024,0.001236047,0.0008277466,0.0004329605,0.1624546],"category_scores_gemma":[0.0004062717,0.0003120158,0.000392605,0.003025813,0.0002000772,0.000863914,0.0007858322,0.0006489188,0.1268525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185652,"about_ca_system_score_gemma":0.001462482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01630905,"about_ca_topic_score_gemma":0.02426594,"domain_scores_codex":[0.9994791,0.00001962771,0.00002909426,0.0000952664,0.0003171407,0.00005975981],"domain_scores_gemma":[0.9996061,0.00001147713,0.00001856021,0.00006356633,0.0002770509,0.00002331073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004015725,0.0001021196,0.003110035,0.0005706973,0.00003222855,0.0002185244,0.00009058265,0.0005394712,0.01870062,0.01068333,0.4367644,0.5287865],"study_design_scores_gemma":[0.000009202631,0.00002621415,0.002384322,0.00003973018,0.000005258549,0.00008277432,0.00002006297,0.00008678349,0.006023081,0.0003259538,0.990991,0.000005642477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008032117,0.003880024,0.004856047,0.0009162618,0.001097714,0.0002919174,0.05002898,0.002098653,0.9287984],"genre_scores_gemma":[0.02418147,0.004450164,0.005063543,0.0003254819,0.0001449618,0.0001161905,0.06152953,0.0004876279,0.903701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1624546,"threshold_uncertainty_score":0.5434647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371177397902371,"score_gpt":0.2328999900840415,"score_spread":0.2191882161050178,"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."}}