{"id":"W4393953296","doi":"10.1016/j.ijheatfluidflow.2024.109354","title":"The effect of collision parameters on the 3D Eulerian simulation of a thin rectangular bubbling fluidized bed","year":2024,"lang":"en","type":"article","venue":"International Journal of Heat and Fluid Flow","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Collision; Bubble; Particle (ecology); Physics; Coefficient of restitution; Fluidized bed; Flow (mathematics); Eulerian path; Smoothed-particle hydrodynamics; Classical mechanics; Statistical physics; Thermodynamics; Lagrangian; Geology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004671354,0.000370486,0.0004250223,0.0003574447,0.0005441881,0.0007983601,0.0005304248,0.0007003039,0.0009358079],"category_scores_gemma":[0.001633086,0.0002763454,0.0003640359,0.0003598193,0.0006819863,0.0003632022,0.0004966006,0.0005830545,0.00008265828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000642771,"about_ca_system_score_gemma":0.001175207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888159,"about_ca_topic_score_gemma":0.009473186,"domain_scores_codex":[0.9998353,0.00004315577,0.00001112252,0.00002042641,0.0000424991,0.00004751275],"domain_scores_gemma":[0.9993373,0.0004212019,0.00006977867,0.00003283424,0.00007212433,0.00006680551],"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":[0.0001817701,0.00006077607,0.003950504,0.00003386923,0.0000162669,0.0001605061,0.000105186,0.9861245,0.006402188,0.001171526,0.00007107707,0.001721865],"study_design_scores_gemma":[0.00001166994,0.00004136464,0.0006287658,0.000002443734,0.000003582265,0.000005995664,0.00002155307,0.9980462,0.001119831,0.00004878112,0.00006518379,0.000004722488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909557,0.0000963059,0.006261201,0.0001166983,0.00002358413,0.00002797507,0.0001106744,0.00007441738,0.002333393],"genre_scores_gemma":[0.9949117,0.0000716828,0.004307643,0.00002954291,0.0000033506,0.00002282048,0.00009925423,0.00001725296,0.0005367567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01888159,"threshold_uncertainty_score":0.03754336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007552675770262382,"score_gpt":0.2411010264759164,"score_spread":0.233548350705654,"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."}}