{"id":"W3113851178","doi":"10.1002/cjce.24013","title":"Local hydrodynamics investigation of industrial scaled‐down upflow moving‐bed hydrotreater reactor using a two‐tip optical probe","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanics; Materials science; Fluidized bed; Flow (mathematics); Economies of agglomeration; Two-phase flow; Packed bed; Environmental science; Fluidized bed combustion; Waste management; Chromatography; Chemistry; Chemical engineering; Engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002182708,0.0002194919,0.0003927713,0.000130884,0.00003989407,0.00004649308,0.0002489872,0.0001484505,0.00001389484],"category_scores_gemma":[0.0003282544,0.0001827855,0.0001227882,0.0003336758,0.0001480985,0.0002003103,0.00002900486,0.0006333633,0.000002866146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827309,"about_ca_system_score_gemma":0.0002506436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314643,"about_ca_topic_score_gemma":0.00005417465,"domain_scores_codex":[0.9986255,0.00001852995,0.000618753,0.0001152114,0.0002819044,0.0003401323],"domain_scores_gemma":[0.998908,0.0001327787,0.0001171542,0.0001267398,0.000132603,0.0005827205],"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":[0.0000190724,0.000002427053,0.0008191816,0.00005729135,0.0001386819,0.0000253876,0.0007703623,0.818404,0.1792096,0.0001038657,0.00005673904,0.0003933732],"study_design_scores_gemma":[0.0006979518,0.00002628323,0.00005884285,0.0001567155,0.0001007306,0.00005077839,0.00002427567,0.8782793,0.120289,0.00005861104,0.0000636031,0.0001939242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988079,0.0001201455,0.01084898,0.0005022862,0.0002054871,0.0001376741,0.000009706378,0.00004323173,0.00005346756],"genre_scores_gemma":[0.997601,9.312812e-7,0.001841197,0.00005217773,0.0004474495,0.000001850807,0.000003054236,0.00005126834,0.000001063716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05987528,"threshold_uncertainty_score":0.7453775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722082483284766,"score_gpt":0.2053536985016814,"score_spread":0.1781328736688338,"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."}}