{"id":"W6990760947","doi":"","title":"Effects of the Deposition of Various Fines during Hydrotreating of a Bitumen Derived Gas Oil","year":2022,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrodesulfurization; Asphalt; Oil sands; Deposition (geology); Asphaltene; Fossil fuel; Mineral oil; Petroleum","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001268457,0.0002221654,0.0002475501,0.0001515714,0.0002330523,0.0004130116,0.0001744814,0.0002497277,0.001140976],"category_scores_gemma":[0.0003694362,0.0001950334,0.0002408272,0.0001376289,0.0001972224,0.0002225035,0.0001931485,0.0004499294,0.0001867245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030959,"about_ca_system_score_gemma":0.0001773881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003790802,"about_ca_topic_score_gemma":0.006504507,"domain_scores_codex":[0.9998272,0.00001769007,0.00001215009,0.00003352542,0.00006172222,0.0000476996],"domain_scores_gemma":[0.9997136,0.00008095701,0.00006329411,0.00001719035,0.00007819596,0.00004679333],"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":[0.0005361239,0.00006801511,0.00117482,0.00004924807,0.00001233842,0.0001247187,0.00006020027,0.0002602198,0.99537,0.00001417587,0.0000348566,0.002295297],"study_design_scores_gemma":[0.000007270243,0.0009212343,0.01519043,0.000005263837,0.00001464009,0.00005387045,0.0001288085,0.0008136015,0.9824411,0.000006933181,0.0004088736,0.000007999655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991708,0.0001264654,0.0001528945,0.00000977457,0.000006622319,0.000007518003,0.00007122917,0.00001264858,0.0004420493],"genre_scores_gemma":[0.9986489,0.0001479498,0.0003587031,0.00001236296,0.000003339764,0.000004929779,0.00007652562,0.000008782315,0.0007384901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003790802,"threshold_uncertainty_score":0.007537484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002190033610573016,"score_gpt":0.1508654238156027,"score_spread":0.1486753902050297,"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."}}