{"id":"W2894688754","doi":"10.1002/aic.16431","title":"Particle dynamics in sheared particulate suspensions","year":2018,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Streamlines, streaklines, and pathlines; Mechanics; Particle (ecology); Anisotropy; Shear flow; Couette flow; Brownian motion; Shear (geology); Flow (mathematics); Dynamics (music); Physics; Materials science; Optics; Geology; Composite material","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":[0.0003095873,0.0002589236,0.0004548472,0.0003925575,0.0003853624,0.0008319661,0.0002697529,0.000301005,0.0005569556],"category_scores_gemma":[0.0006469674,0.0001927127,0.0002121815,0.0004096739,0.0005723649,0.0004891728,0.0003959847,0.0009375433,0.0001728881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005038771,"about_ca_system_score_gemma":0.0002798863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182353,"about_ca_topic_score_gemma":0.00108481,"domain_scores_codex":[0.9996531,0.00003720491,0.00003060614,0.00008909499,0.0001518835,0.00003800719],"domain_scores_gemma":[0.9995845,0.0001360455,0.00009129119,0.00003068915,0.0001011665,0.00005629224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001764119,0.00003514576,0.002029319,0.00005245745,0.00002055155,0.00008511397,0.0001830297,0.001908518,0.9919926,0.0002808505,0.00007246969,0.003163516],"study_design_scores_gemma":[0.00005532705,0.0006652223,0.01489123,0.00001276548,0.00003008105,0.0001394716,0.0001080668,0.03388463,0.9486577,0.000350971,0.001162945,0.00004164707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939383,0.0003340055,0.005021759,0.00003529593,0.00002706953,0.00001463045,0.0001956774,0.00006553454,0.0003677836],"genre_scores_gemma":[0.9950472,0.0003994114,0.003637217,0.00003210304,0.00001641977,0.00001698268,0.0004079755,0.00001342281,0.0004293472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002182353,"threshold_uncertainty_score":0.004339337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009627563079711283,"score_gpt":0.2211083479547005,"score_spread":0.2114807848749892,"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."}}