{"id":"W2373512265","doi":"","title":"Combined process for Canadian oil sands vacuum-topped bitumen","year":2011,"lang":"en","type":"article","venue":"Huagong jinzhan","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Oil sands; Asphaltene; Slurry; Raw material; Fluid catalytic cracking; Pulp and paper industry; Synthetic crude; Cracking; Residue (chemistry); Vacuum distillation; Environmental science; Yield (engineering); Waste management; Chemical engineering; Materials science; Chemistry; Petroleum; Shale oil; Distillation; Metallurgy; Organic chemistry; Environmental engineering; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001347501,0.0002308223,0.0002963166,0.0001665116,0.0003399746,0.00007037051,0.0003893816,0.0001678637,0.001128149],"category_scores_gemma":[0.00004971079,0.0002221876,0.0001491864,0.0002328205,0.00005881205,0.00013061,0.00002020451,0.0001532449,0.00004427237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009344028,"about_ca_system_score_gemma":0.0003321195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050015,"about_ca_topic_score_gemma":0.0117493,"domain_scores_codex":[0.9985678,0.000008796388,0.0002669472,0.0003934587,0.0001705217,0.0005924597],"domain_scores_gemma":[0.9989908,0.00002320876,0.0001101084,0.0003491839,0.0001348284,0.0003918482],"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":[0.001844687,0.002631056,0.1811365,0.009447572,0.003655735,0.0004580253,0.03193891,0.00009784276,0.4559405,0.003610288,0.02899826,0.2802407],"study_design_scores_gemma":[0.01113708,0.0003970945,0.003088856,0.001076008,0.00161426,0.00005698035,0.008041348,0.01476113,0.7941135,0.00509076,0.1564588,0.004164161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.76689,0.000160788,0.00008556614,0.0003022256,0.00008803504,0.00001302972,0.00007886168,0.0002221156,0.2321594],"genre_scores_gemma":[0.962083,0.00001182379,0.000231595,0.0001874127,0.0001570405,0.00009547197,0.0001233885,0.00004618711,0.03706402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3381731,"threshold_uncertainty_score":0.9997849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232646721771819,"score_gpt":0.2543616463941995,"score_spread":0.2220351791764813,"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."}}