{"id":"W2089816878","doi":"10.1016/j.amc.2008.12.050","title":"On the flow of a dusty gas with constant number density through granular porous media","year":2008,"lang":"en","type":"article","venue":"Applied Mathematics and Computation","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Porous medium; Porosity; Isotropy; Granular material; Flow (mathematics); Mechanics; Flow velocity; Thermodynamics; Physics; Materials science; Composite material; Optics","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":[0.0009206749,0.001176928,0.001508631,0.002422288,0.001230735,0.002138674,0.001173438,0.002597327,0.002076184],"category_scores_gemma":[0.005369502,0.0005049755,0.0009832432,0.001061439,0.00515805,0.002307783,0.002231527,0.001343925,0.0001517447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202388,"about_ca_system_score_gemma":0.001228732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0192836,"about_ca_topic_score_gemma":0.00473228,"domain_scores_codex":[0.9996226,0.0001204175,0.0000185342,0.00004921461,0.0001013787,0.00008777813],"domain_scores_gemma":[0.9978635,0.001421205,0.0001994027,0.00005060543,0.0002426113,0.0002227142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000323462,0.0001204586,0.001520817,0.0002945575,0.00007712217,0.0007050892,0.0001604408,0.8464191,0.003950889,0.1382409,0.001708825,0.00647844],"study_design_scores_gemma":[0.00004542691,0.00002327655,0.0005260892,0.00001389612,0.00001006386,0.00003309287,0.00002721087,0.9761721,0.0003346828,0.02249637,0.000299575,0.00001826759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6206988,0.007392471,0.3123259,0.01044407,0.001948887,0.0002617304,0.0005124162,0.0003721479,0.04604356],"genre_scores_gemma":[0.9756732,0.002561136,0.008060638,0.0003603832,0.0007379823,0.00007694052,0.0001739421,0.00008633874,0.01226949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0192836,"threshold_uncertainty_score":0.03834271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346703711884683,"score_gpt":0.2011768775583954,"score_spread":0.1877098404395485,"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."}}