{"id":"W2038304408","doi":"10.2118/2006-074","title":"Visbreaking Based Integrated Process for Bitumen Upgrading and Hydrogen Production","year":2006,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Process (computing); Production (economics); Process engineering; Asphalt; Hydrogen production; Hydrogen; Waste management; Environmental science; Computer science; Materials science; Engineering; Chemistry; Operating system; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001001338,0.0003123689,0.0002708603,0.000283704,0.0002526392,0.0002950505,0.0004576705,0.0002873882,0.002502989],"category_scores_gemma":[0.0000775654,0.0001251199,0.0002848833,0.0002992934,0.0001994756,0.0002607619,0.0003799032,0.0006473381,0.0005218307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005881823,"about_ca_system_score_gemma":0.0005124457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005559015,"about_ca_topic_score_gemma":0.01192175,"domain_scores_codex":[0.9998415,0.000006329299,0.000005495704,0.00003142092,0.00007934092,0.00003589183],"domain_scores_gemma":[0.9999582,0.000004875179,0.00001001723,0.00000690732,0.00001172861,0.000008346468],"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":[0.00006480832,0.00003393882,0.0002812813,0.00008381543,0.000004001456,0.00004983734,0.000016288,0.0004861294,0.9908845,0.000193268,0.00007278782,0.007829388],"study_design_scores_gemma":[0.000009920211,0.0001906051,0.001643986,0.000004000437,0.000009701673,0.00005368286,0.00002415685,0.003506058,0.9916605,0.00004078535,0.002849346,0.000007296096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664337,0.0008357347,0.02412762,0.00008822096,0.00006605518,0.0002021772,0.0003942749,0.0006595865,0.007192648],"genre_scores_gemma":[0.9735238,0.0003534092,0.0189519,0.00003228904,0.000006380034,0.00004450036,0.0003171022,0.00003604271,0.006734731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005559015,"threshold_uncertainty_score":0.01105332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553133623117121,"score_gpt":0.2119018042380769,"score_spread":0.1963704680069057,"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."}}