{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000698372,0.0002609663,0.0003594829,0.0004364527,0.0005060835,0.0006880059,0.0002791548,0.0003817941,0.007135107],"category_scores_gemma":[0.0005733758,0.0002404289,0.0001610436,0.000182321,0.0008022541,0.0007259314,0.0005852749,0.0004780741,0.0005073986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444714,"about_ca_system_score_gemma":0.0002562619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006193822,"about_ca_topic_score_gemma":0.0003653365,"domain_scores_codex":[0.9999462,0.000004690379,0.000002018808,0.00001109364,0.00001378846,0.0000220898],"domain_scores_gemma":[0.9998784,0.0000309216,0.00002310912,0.00001194704,0.00001571403,0.00003991166],"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":[0.001624035,0.0004808075,0.005648584,0.0005986943,0.0000459063,0.001513686,0.0009640572,0.02226577,0.8201562,0.1236303,0.00241633,0.0206555],"study_design_scores_gemma":[0.0004593967,0.001560401,0.05720004,0.0001449215,0.00007917391,0.001252308,0.001188852,0.4204525,0.4210895,0.08508509,0.01128586,0.0002019778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787235,0.0004694217,0.006858348,0.0002245721,0.00006383779,0.00004039098,0.00009095149,0.0002059703,0.01332304],"genre_scores_gemma":[0.9969302,0.0001276421,0.0005635822,0.00002615706,0.0000186359,0.000009710044,0.00004664547,0.00002255925,0.002254853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007135107,"threshold_uncertainty_score":0.02386928,"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."}}