{"id":"W2003236373","doi":"10.1016/j.apm.2004.07.001","title":"On mathematical models and numerical simulation of the fluidization of polydisperse suspensions","year":2004,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Fluidization; Conservation law; Mathematics; Mechanics; Fluidized bed; Algebraic number; Thermodynamics; Mathematical analysis; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001287444,0.0001534906,0.0003029559,0.00005551612,0.00004297578,0.000009147052,0.0001057182,0.0001059179,0.00002063065],"category_scores_gemma":[0.00002716143,0.0001105084,0.0000782859,0.0001745655,0.00008370038,0.0000545656,0.00003404412,0.0001294145,0.00001112956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000234369,"about_ca_system_score_gemma":0.00001114608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001036944,"about_ca_topic_score_gemma":8.632251e-8,"domain_scores_codex":[0.9989824,0.00001022421,0.0004261019,0.0001382961,0.0002772716,0.0001657576],"domain_scores_gemma":[0.9993561,0.0002249508,0.00004570042,0.000276423,0.00003419471,0.000062616],"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":[0.000007103672,0.00005100456,1.996656e-7,0.00009535338,0.000009543688,1.277898e-7,0.000398682,0.5768875,0.008859213,0.4136122,7.679535e-7,0.00007829834],"study_design_scores_gemma":[0.0002144332,0.000009000004,3.599939e-7,0.00007422936,0.00002587315,0.000001116113,0.00002821432,0.5610925,0.01758449,0.4209081,5.379472e-7,0.00006112192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.224796,0.00002632548,0.7730698,0.00002036257,0.00001681125,0.0002403056,0.000002201277,0.00004885567,0.001779364],"genre_scores_gemma":[0.9742138,0.000009039944,0.02570339,0.00001467913,0.00001156231,0.00001067283,0.000001957239,0.00003255298,0.000002311868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7494178,"threshold_uncertainty_score":0.4506402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035861197376297,"score_gpt":0.2174762442097947,"score_spread":0.1971176322360317,"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."}}