{"id":"W2039005885","doi":"10.1002/ceat.200401881","title":"Modeling Nonsteady‐State Regimes of Dilute Pneumatic Conveying","year":2004,"lang":"en","type":"article","venue":"Chemical Engineering & Technology","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mechanics; Pressure drop; Particle (ecology); Microscale chemistry; Materials science; Thermodynamics; Flow (mathematics); Steady state (chemistry); Pipeline transport; Chemistry; Physics; Geology","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":[0.0002386627,0.0003222343,0.0003359717,0.0003101995,0.0003184622,0.0005632843,0.000375705,0.0005428005,0.0004116032],"category_scores_gemma":[0.0007177555,0.0002295238,0.0002842373,0.0001597815,0.0008676068,0.000490142,0.0003426679,0.0003562587,0.000043986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006900728,"about_ca_system_score_gemma":0.000355914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006742422,"about_ca_topic_score_gemma":0.002211654,"domain_scores_codex":[0.9999298,0.00001648486,0.000004539169,0.00001154317,0.00001759272,0.00001996109],"domain_scores_gemma":[0.9997618,0.000134388,0.00004277826,0.00001588116,0.00002288568,0.00002234655],"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":[0.0001018883,0.00006589221,0.003026359,0.00002558904,0.00001191717,0.0001405673,0.00006116439,0.9815948,0.01060755,0.002540753,0.00007516341,0.001748415],"study_design_scores_gemma":[0.000004868246,0.00001841523,0.000515748,7.83788e-7,0.000001711526,0.000004127877,0.000004935529,0.9981761,0.001009024,0.0002267696,0.00003530577,0.00000220441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791022,0.0000515442,0.01971914,0.00005481291,0.000006560394,0.00001483048,0.00003795111,0.00007719009,0.000935774],"genre_scores_gemma":[0.9991753,0.00002118487,0.000563032,0.000003354619,0.000001747515,0.000006522608,0.00001617819,0.000002907098,0.0002097038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006742422,"threshold_uncertainty_score":0.01340634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004855355320165456,"score_gpt":0.1756632113458457,"score_spread":0.1708078560256802,"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."}}