{"id":"W2315183137","doi":"10.1115/icnmm2012-73177","title":"Micro Particle Image Velocimetry and Numerical Investigation of Micro Couette Blood Flow","year":2012,"lang":"en","type":"article","venue":"","topic":"Blood properties and coagulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Couette flow; Mechanics; Velocimetry; Particle image velocimetry; Newtonian fluid; Materials science; Computational fluid dynamics; Shear rate; Non-Newtonian fluid; Solver; Flow (mathematics); Rheology; Physics; Computer science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001296485,0.000069074,0.000142643,0.00002105713,0.00002995916,0.000007689512,0.00002015466,0.00004894392,0.0001450021],"category_scores_gemma":[0.00002827586,0.00005253052,0.00002716267,0.0001044519,0.00007334592,0.0001294447,0.0000242913,0.00005979675,0.00001898093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006656062,"about_ca_system_score_gemma":0.00001808732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004174991,"about_ca_topic_score_gemma":3.634202e-7,"domain_scores_codex":[0.9994594,0.00002278574,0.0001696646,0.00009277259,0.0001013768,0.0001540158],"domain_scores_gemma":[0.999649,0.00002029689,0.00004094268,0.0001140358,0.00005389826,0.0001218035],"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":[0.00003765681,0.00007110112,0.2547035,0.0000480937,0.00003411629,5.701501e-7,0.0003211478,2.068918e-7,0.7419745,0.00004320819,0.0005472251,0.002218741],"study_design_scores_gemma":[0.000723521,0.00009445458,0.2661979,0.00001892938,0.0001423959,0.00002991915,0.0000771245,0.0007506196,0.7316469,0.00002484117,0.0002368307,0.00005647876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964404,0.001123444,0.0006093866,0.001239376,0.00004255178,0.0001224559,0.000001695044,0.00002715601,0.0003935731],"genre_scores_gemma":[0.9778544,0.0000143503,0.02099063,0.0007200827,0.00009433721,0.000003546503,0.000007857503,0.000009868389,0.0003048885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02038124,"threshold_uncertainty_score":0.2142133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679083982546004,"score_gpt":0.2353859429305534,"score_spread":0.2185951031050933,"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."}}