{"id":"W3157015579","doi":"10.1088/1361-6501/abf679","title":"Capturing both carrier and disperse phases in dense suspensions using harmonic ultrasound imaging velocimetry","year":2021,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Suspension (topology); Velocimetry; Particle image velocimetry; Phase (matter); Harmonic; Ultrasound; Mechanics; Phase velocity; Vortex; Particle (ecology); Acoustics; Optics; Physics; Turbulence","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":[0.0003929228,0.0003946783,0.000240759,0.0006169066,0.0001899219,0.0004752355,0.0002453835,0.0004320463,0.0003216254],"category_scores_gemma":[0.0005459382,0.000210714,0.000105796,0.0002177879,0.0004275222,0.0005581176,0.0004383877,0.0004596512,0.0001378748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029364,"about_ca_system_score_gemma":0.0002791372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008133802,"about_ca_topic_score_gemma":0.001331556,"domain_scores_codex":[0.9998083,0.0000310559,0.00001134836,0.00005460729,0.00007367209,0.00002113611],"domain_scores_gemma":[0.9996496,0.0001576453,0.0000878744,0.00002865863,0.0000529691,0.00002328562],"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":[0.00002047322,0.00001277287,0.0002367029,0.00002894986,0.000003951161,0.00002016342,0.00002830965,0.0004238704,0.9934313,0.0001985439,0.00002875409,0.005566206],"study_design_scores_gemma":[0.00001009165,0.0001863184,0.001629371,0.000007387338,0.00001407157,0.00007618062,0.00004352405,0.01712172,0.9796165,0.0002076412,0.001072269,0.00001502894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7608068,0.002094964,0.2350466,0.0001371419,0.00005880022,0.0001055985,0.00009159785,0.0003439984,0.001314564],"genre_scores_gemma":[0.9005677,0.0007674487,0.09705199,0.00006747629,0.0000289917,0.00007220526,0.0001009027,0.00002978106,0.001313481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008133802,"threshold_uncertainty_score":0.002197981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809340095027271,"score_gpt":0.226890122455195,"score_spread":0.2087967215049223,"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."}}