{"id":"W2054102843","doi":"10.1002/cjce.5450780207","title":"The role of the vapour phase in fluid coker cyclone fouling: Part 1. Coke yields","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Syncrude (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Coker unit; Coke; Fouling; Vapours; Cyclone (programming language); Phase (matter); Residence time (fluid dynamics); Environmental science; Materials science; Metallurgy; Chemistry; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002975935,0.0001504644,0.0002161015,0.00005724468,0.00007244476,0.00004117609,0.0004927782,0.00009663304,0.00005796929],"category_scores_gemma":[0.00008111565,0.00009082119,0.0001360001,0.0002609401,0.00007675211,0.00005909672,0.00001140976,0.0005516442,0.000003101776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609129,"about_ca_system_score_gemma":0.0001395781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004781489,"about_ca_topic_score_gemma":0.0007508386,"domain_scores_codex":[0.9989306,0.00001417441,0.0004518969,0.00006373702,0.0001789048,0.0003607238],"domain_scores_gemma":[0.9993116,0.000119898,0.00004747487,0.000253687,0.0000416961,0.0002256834],"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":[0.00004481874,0.00002669296,0.0004680263,0.00002933601,0.0001435908,0.00004055932,0.0008737943,0.7979995,0.1840035,0.001138588,0.001355337,0.01387621],"study_design_scores_gemma":[0.001410778,0.00005209867,0.0004129732,0.0002752764,0.00007642616,0.0002851747,0.00007340419,0.7652131,0.1307499,0.0006234856,0.1004087,0.0004186475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955413,0.002828478,0.0000549395,0.0003389976,0.0003857306,0.00008354918,0.0000119087,0.00001280805,0.0007422745],"genre_scores_gemma":[0.9995338,0.00007628273,0.00004576103,0.00003133076,0.0002381388,0.000002762506,8.011846e-7,0.00003059579,0.00004056005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09905336,"threshold_uncertainty_score":0.370358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003807836451670715,"score_gpt":0.1773928121447773,"score_spread":0.1735849756931066,"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."}}