{"id":"W2778248736","doi":"10.2118/189443-pa","title":"Particle Removal From Sandbed Deposits in Horizontal Annuli Using Viscoelastic Fluids","year":2017,"lang":"en","type":"article","venue":"SPE Journal","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Viscoelasticity; Drag; Turbulence; Mechanics; Particle image velocimetry; Materials science; Particle (ecology); Geotechnical engineering; Shear stress; Erosion; Geology; Composite material; 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":[0.0002080054,0.0002017847,0.0002560933,0.000182602,0.0001785675,0.0002665785,0.0001873574,0.0001601746,0.0005582008],"category_scores_gemma":[0.0002840114,0.0001018119,0.0001928429,0.0001027925,0.0001646162,0.0002231839,0.0002202797,0.0002654699,0.0001472969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591568,"about_ca_system_score_gemma":0.0001501256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006706521,"about_ca_topic_score_gemma":0.0009460836,"domain_scores_codex":[0.999858,0.00001353333,0.000008547422,0.00001978372,0.00006098419,0.00003903546],"domain_scores_gemma":[0.9998266,0.00006143138,0.00004535103,0.00001520771,0.00002999728,0.00002147093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002952646,0.00001647578,0.0003119878,0.00002041923,0.000002435519,0.0000172827,0.00002299646,0.0001876425,0.9976431,0.00001500157,0.000005548311,0.00172773],"study_design_scores_gemma":[0.000004095769,0.0003517884,0.003042809,0.000003311394,0.000007133503,0.00002133317,0.00003739663,0.001820887,0.9942449,0.00001110186,0.0004516588,0.000003549803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979857,0.0001487486,0.001605421,0.000005305447,0.000003586635,0.000006116925,0.000009365211,0.0000106803,0.0002251029],"genre_scores_gemma":[0.9945704,0.0001785774,0.00421695,0.00001237085,0.000003461767,0.000008366375,0.00004789654,0.000008999166,0.0009529785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006706521,"threshold_uncertainty_score":0.001867354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098782420068976,"score_gpt":0.2639747386452294,"score_spread":0.2429869144445396,"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."}}