{"id":"W2137076881","doi":"10.1002/cjce.5450850101","title":"Petroleum Residue Upgrading Via Delayed Coking: A Review","year":2007,"lang":"en","type":"review","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coke; Petroleum coke; Oil refinery; Delayed coker; Waste management; Refinery; Refining (metallurgy); Petroleum; Environmental science; Tonne; Crude oil; Engineering; Process engineering; Petroleum engineering; Metallurgy; Chemistry; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007043419,0.0007427704,0.001195589,0.002978174,0.0003019302,0.001158992,0.0008043795,0.0008411097,0.002827182],"category_scores_gemma":[0.00105288,0.0003729702,0.0008465746,0.003706112,0.0003296816,0.001299642,0.0004841674,0.0006823055,0.0006595159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004858634,"about_ca_system_score_gemma":0.001777044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00203519,"about_ca_topic_score_gemma":0.002702137,"domain_scores_codex":[0.9996747,0.00003724366,0.00006400522,0.00007318771,0.000119439,0.00003149674],"domain_scores_gemma":[0.9990911,0.0004186438,0.0001874252,0.00002611061,0.0002356218,0.00004110056],"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":[0.0001610021,0.0001566228,0.0006141452,0.1797248,0.0004131219,0.0004854662,0.0001952303,0.00102103,0.006407253,0.004082554,0.01654,0.7901987],"study_design_scores_gemma":[0.00001677178,0.0004380598,0.002001011,0.01639225,0.001046937,0.001256061,0.0001542482,0.0003038226,0.00418479,0.0009916987,0.9731671,0.00004711972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005763074,0.9982336,0.0001423269,0.0001004495,0.00009313427,0.000008967219,0.00003883173,0.000004783799,0.000801697],"genre_scores_gemma":[0.002483682,0.9968832,0.0001517001,0.00008250599,0.00004930525,0.000007212669,0.00003542503,0.000001114692,0.0003056804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002978174,"threshold_uncertainty_score":0.009457946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257572968405772,"score_gpt":0.2666039876108494,"score_spread":0.2440282579267917,"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."}}