{"id":"W4390241032","doi":"10.2139/ssrn.4675949","title":"The Effect of Collision Parameters on the 3d Eulerian Simulation of a Thin Rectangular Bubbling Fluidized Bed","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Collision; Eulerian path; Fluidized bed; Mechanics; Materials science; Bubble; Simulation; Computer science; Thermodynamics; Physics; Lagrangian; Theoretical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007477906,0.0006625847,0.0009720668,0.0006364271,0.00133576,0.001605749,0.001093332,0.001644966,0.003626727],"category_scores_gemma":[0.004519691,0.0007400136,0.0005556075,0.001016043,0.001432514,0.001007662,0.0009325983,0.001287257,0.0002343118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224507,"about_ca_system_score_gemma":0.001604748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02934246,"about_ca_topic_score_gemma":0.01210136,"domain_scores_codex":[0.9996545,0.00009433889,0.00001993994,0.0000401107,0.00008121508,0.0001098728],"domain_scores_gemma":[0.9971905,0.001965734,0.0001742007,0.0001278241,0.0002754904,0.0002663916],"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":[0.000464466,0.0001121753,0.002839486,0.00004990369,0.00002382615,0.000161364,0.0001258066,0.9891634,0.003636791,0.00153472,0.000201054,0.00168697],"study_design_scores_gemma":[0.0000442973,0.00007216349,0.0007564353,0.0000061596,0.00001061034,0.000009477152,0.00004177745,0.9969253,0.001838163,0.0001804055,0.0001021754,0.0000129773],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849969,0.0002563676,0.005876344,0.0003220923,0.00007341028,0.00003829585,0.0002575603,0.0003001726,0.007878764],"genre_scores_gemma":[0.997412,0.00007037319,0.001836484,0.00004381693,0.000007583536,0.00001386127,0.0001002231,0.00007805575,0.0004376251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02934246,"threshold_uncertainty_score":0.05834335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205417238182428,"score_gpt":0.2404015098474916,"score_spread":0.2283473374656674,"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."}}