{"id":"W2947260425","doi":"10.1002/cjce.23518","title":"Importance of proper hydrodynamics modelling in fixed‐bed reactors: Fischer‐Tropsch synthesis study case","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto Mexicano del Petróleo; Consejo Nacional de Ciencia y Tecnología","keywords":"Fischer–Tropsch process; Isothermal process; Syngas; Continuous stirred-tank reactor; Nuclear engineering; Materials science; Mechanics; Thermodynamics; Catalysis; Process engineering; Chemistry; Selectivity; Chemical engineering; Engineering; Physics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003568136,0.000787014,0.0009250931,0.000339934,0.0006880052,0.001222141,0.0009518144,0.002136466,0.001367084],"category_scores_gemma":[0.0008579568,0.0004418698,0.0009754354,0.0003422504,0.0007175041,0.000597067,0.0004448658,0.0007786876,0.0001891054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233045,"about_ca_system_score_gemma":0.001549218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04111751,"about_ca_topic_score_gemma":0.01132097,"domain_scores_codex":[0.9998192,0.00004750338,0.0000107922,0.00003294514,0.00004306964,0.00004649218],"domain_scores_gemma":[0.9995914,0.000239735,0.0000449925,0.00003417395,0.00006968968,0.00001989076],"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":[0.00007506335,0.00005944368,0.001180197,0.00005672838,0.0000102184,0.0003814148,0.00003359135,0.988822,0.005530424,0.001542854,0.0001249656,0.002183072],"study_design_scores_gemma":[0.00002904478,0.00008195626,0.0007992254,0.000005281282,0.00001164793,0.00004346604,0.00003245973,0.9919293,0.006419137,0.0002419742,0.0003913473,0.00001520209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189061,0.0006990574,0.06579368,0.0005383802,0.00006924805,0.0001725678,0.0006453473,0.0002398137,0.01293588],"genre_scores_gemma":[0.9927316,0.0002154631,0.004386428,0.00001296728,0.00001017102,0.00006477877,0.00009686256,0.0000154636,0.002466229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04111751,"threshold_uncertainty_score":0.08175635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125227070623872,"score_gpt":0.2005354567528863,"score_spread":0.1892831860466476,"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."}}