{"id":"W3126563187","doi":"10.1017/jfm.2020.1096","title":"Motion onset in simple yield stress fluids","year":2021,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Simple (philosophy); Yield (engineering); Motion (physics); Stress (linguistics); Mechanics; Materials science; Classical mechanics; Physics; 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":[0.0003185012,0.0001208101,0.0003063533,0.0001085483,0.00003961096,0.00001125418,0.0001458633,0.0001521595,0.0001252044],"category_scores_gemma":[0.0007383722,0.0001153748,0.0001235012,0.0002136228,0.00001051647,0.0001177534,0.00007919444,0.0004175552,0.000008592895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008924524,"about_ca_system_score_gemma":0.00005774527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004726125,"about_ca_topic_score_gemma":0.00003952313,"domain_scores_codex":[0.9989409,0.00003643811,0.0004867229,0.0001205703,0.0001928768,0.00022246],"domain_scores_gemma":[0.9993117,0.0001618169,0.00009597777,0.0001567172,0.0002042024,0.00006953793],"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":[0.00009036918,0.0002680758,0.002289524,0.0000789742,0.0001678195,0.0006987632,0.0004263745,0.01894743,0.9244898,0.04936152,0.001367107,0.001814261],"study_design_scores_gemma":[0.0009646472,0.0001291089,0.0006751507,0.0001951023,0.00006172007,0.0004147774,0.0005465304,0.8065656,0.1825061,0.00750631,0.0001899046,0.0002450662],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4187004,0.002695977,0.576686,0.0005734125,0.0008712912,0.00004822831,0.00002178337,0.00002414775,0.0003787429],"genre_scores_gemma":[0.9961117,0.0008317843,0.002244568,0.0001434132,0.0001436831,0.000001551226,0.000007036825,0.00001679149,0.0004994638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7876182,"threshold_uncertainty_score":0.4704848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366725104093888,"score_gpt":0.2350994809412686,"score_spread":0.2214322299003297,"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."}}