{"id":"W4214720543","doi":"10.1111/oet.7_12693","title":"Oil Refining","year":2021,"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; Oil refinery; Kerosene; Diesel fuel; Naphtha; Residual oil; Fuel oil; Environmental science; Environmental protection; Geography; Waste management; Engineering; Environmental engineering; Petroleum engineering; Chemistry","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":[0.0003144134,0.0006762233,0.000416539,0.002879264,0.0007411378,0.00123773,0.000828426,0.0004312174,0.1619901],"category_scores_gemma":[0.0004092574,0.0003121465,0.0003916673,0.003061086,0.0002012508,0.0008714009,0.0007864809,0.0006503937,0.1257072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199528,"about_ca_system_score_gemma":0.001468846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01649883,"about_ca_topic_score_gemma":0.02466647,"domain_scores_codex":[0.9994755,0.00001989677,0.00002937544,0.00009591833,0.0003193085,0.0000599275],"domain_scores_gemma":[0.9996031,0.00001161093,0.00001888331,0.00006393152,0.0002790316,0.00002343835],"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":[0.0004017134,0.0001014837,0.00312554,0.0005814719,0.00003258523,0.0002188528,0.00009116426,0.0005406408,0.01856075,0.01069769,0.4369538,0.5286943],"study_design_scores_gemma":[0.00000906258,0.00002593489,0.002381958,0.00003999017,0.000005254091,0.00008220591,0.00001999557,0.00008497985,0.005947219,0.0003222752,0.9910756,0.000005620032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008111882,0.003998451,0.004855958,0.0009230855,0.001103584,0.0002914915,0.05118144,0.002097712,0.9274364],"genre_scores_gemma":[0.02448724,0.004589317,0.005100269,0.0003263842,0.000146348,0.0001168859,0.0631642,0.0004935896,0.9015757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1619901,"threshold_uncertainty_score":0.5419109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036157117165027,"score_gpt":0.2208811340565981,"score_spread":0.2105195628849478,"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."}}