{"id":"W2556947463","doi":"10.1017/jfm.2017.353","title":"An active particle in a complex fluid","year":2017,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Herschel–Bulkley fluid; Newtonian fluid; Shear thinning; Generalized Newtonian fluid; Mechanics; Viscoelasticity; Rheology; Rotational symmetry; Non-Newtonian fluid; Classical mechanics; Physics; Shear rate; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002902389,0.0001004895,0.0002369978,0.0000451973,0.0001474496,0.00009118561,0.0003942399,0.00003381541,0.0002628434],"category_scores_gemma":[0.00001618256,0.00008775765,0.0001010078,0.0000412156,0.00001523323,0.0003981568,0.00004712044,0.0001786532,0.00001549321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003374813,"about_ca_system_score_gemma":0.00008715677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002975056,"about_ca_topic_score_gemma":0.000009525143,"domain_scores_codex":[0.9991874,0.00004133697,0.0003217436,0.00009306181,0.0001506127,0.0002058848],"domain_scores_gemma":[0.9990685,0.00001855332,0.0003396145,0.0003221064,0.0001247248,0.0001264809],"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":[0.0001531929,0.0004748061,0.003458432,0.000005685206,0.00006773238,0.00002982471,0.0005710495,0.0005489279,0.9411917,0.03433606,0.0009954642,0.01816714],"study_design_scores_gemma":[0.005024687,0.001012481,0.01440817,0.0001154713,0.0001244803,0.00003804383,0.001620405,0.1103101,0.8249032,0.0370482,0.004885354,0.0005093131],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776607,0.00003369481,0.02114848,0.000244047,0.0002527371,0.00007227014,0.00001247653,0.000003792567,0.0005718778],"genre_scores_gemma":[0.998112,0.00001244566,0.001444262,0.0000473272,0.0003280125,8.218062e-7,0.00000220011,0.00001227624,0.00004068463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162884,"threshold_uncertainty_score":0.3578653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306808047761969,"score_gpt":0.300699505168519,"score_spread":0.2700187003923221,"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."}}