{"id":"W2325174744","doi":"10.1021/ef501224x","title":"Design and Operation of a Sulfur Supply Chain for Sour Gas Processing and Bitumen Upgrading Operations","year":2014,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Process Optimization and Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sour gas; Asphalt; Sulfur; Waste management; Natural-gas processing; Process engineering; Environmental science; Engineering; Chemistry; Materials science; Natural gas; Organic chemistry","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":[0.0009032097,0.00073192,0.0006305817,0.000999385,0.001453096,0.001680901,0.001004354,0.00116291,0.00406311],"category_scores_gemma":[0.0007431524,0.0006259033,0.0006528093,0.0009108156,0.0006458173,0.001161073,0.001083157,0.0005915902,0.0004627412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196564,"about_ca_system_score_gemma":0.004861215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01384,"about_ca_topic_score_gemma":0.01324325,"domain_scores_codex":[0.9994186,0.0001276054,0.00003014509,0.0001095162,0.0001823535,0.0001317303],"domain_scores_gemma":[0.9996427,0.0001033799,0.0000752269,0.00002167597,0.0001065245,0.00005045315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001301279,0.00008209106,0.00141194,0.0001142803,0.00001530957,0.0002141762,0.0001066396,0.9694273,0.01010381,0.003168293,0.00019054,0.0150355],"study_design_scores_gemma":[0.00003219571,0.0003413439,0.000619593,0.00002242001,0.0000239838,0.00004306233,0.0001880785,0.9863387,0.008819628,0.002088614,0.001463289,0.00001904454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4000798,0.0002754508,0.5823116,0.0004038922,0.00003843262,0.0008419498,0.0003610505,0.0005319982,0.01515585],"genre_scores_gemma":[0.9472573,0.0002246598,0.04820544,0.0000204452,0.000006343746,0.000231571,0.0001530233,0.00002588398,0.003875236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01384,"threshold_uncertainty_score":0.02751887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034668274358435,"score_gpt":0.2134259717337781,"score_spread":0.2030792889901937,"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."}}