{"id":"W6959333457","doi":"10.1021/acs.est.6b05682.s001","title":"Vanadium\\nGeochemistry of Oil Sands Fluid Petroleum Coke","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum coke; Oil sands; Coke; Petroleum; Vanadium; Drilling fluid","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":[0.00005846301,0.0002848874,0.0001650385,0.001044214,0.0004098487,0.0007104577,0.0001791545,0.0001823527,0.0007136437],"category_scores_gemma":[0.0001079397,0.0001729049,0.0001180896,0.000368084,0.0003699564,0.000169055,0.0002222396,0.000159566,0.0002196285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009494518,"about_ca_system_score_gemma":0.0006550333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1080428,"about_ca_topic_score_gemma":0.1647414,"domain_scores_codex":[0.9998931,0.000002981706,0.000003855715,0.0000270378,0.00004058197,0.00003256679],"domain_scores_gemma":[0.9999613,0.000003822856,0.000006258464,0.000001545027,0.00001948269,0.000007675932],"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":[0.00008417575,0.000006778781,0.009295849,0.00005340881,0.0000106906,0.0001426176,0.0001674796,0.0002149557,0.9867722,0.0001323887,0.00003282658,0.003086592],"study_design_scores_gemma":[0.00000715347,0.00007852493,0.175246,0.0000224409,0.00002097535,0.0003073062,0.001037883,0.002327278,0.815699,0.0001736926,0.005061769,0.00001786684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964026,0.0003093063,0.0008270828,0.0000159285,0.000003099914,0.0000118729,0.0003294901,0.00003136477,0.002069322],"genre_scores_gemma":[0.9940332,0.0003496307,0.0009596094,0.00001284515,0.000001623004,0.000007534888,0.0004272278,0.00001650167,0.004191882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080428,"threshold_uncertainty_score":0.2148278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283872149171741,"score_gpt":0.2569993710509378,"score_spread":0.2341606495592204,"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."}}