{"id":"W2485523416","doi":"10.1017/jfm.2016.475","title":"Apparent yield stress in rigid fibre suspensions: the role of attractive colloidal interactions","year":2016,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Composite Material Mechanics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Polytechnique Montréal","keywords":"van der Waals force; Unicode; Shear (geology); Shear stress; Volume fraction; Materials science; Yield (engineering); Power law; Particle (ecology); Mechanics; Physics; Thermodynamics; Composite material; Mathematics; Geology; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752479,0.0006842294,0.000439218,0.0006885427,0.0004128959,0.0008780382,0.0005426609,0.001008578,0.0004602677],"category_scores_gemma":[0.0007896703,0.0003011327,0.0005425029,0.0003243882,0.00105074,0.0007813788,0.0004589772,0.000480824,0.0001490109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006136862,"about_ca_system_score_gemma":0.0004311561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004535216,"about_ca_topic_score_gemma":0.002219672,"domain_scores_codex":[0.9998145,0.00002435557,0.000012456,0.00003937001,0.00007694751,0.00003234482],"domain_scores_gemma":[0.9998198,0.00006822184,0.000046286,0.00001551927,0.00002734335,0.00002288857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001222224,0.0001033887,0.003527834,0.0001201524,0.00003260453,0.0005437165,0.0002755646,0.7832014,0.2000268,0.005122664,0.0001248877,0.006798794],"study_design_scores_gemma":[0.000008420384,0.00009949187,0.002193949,0.00000677041,0.0000062403,0.00006836007,0.00003156388,0.9822021,0.01362241,0.001444624,0.000289646,0.00002642336],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418703,0.0006444745,0.05352949,0.0001546175,0.00004481952,0.00005318806,0.000113672,0.0001010367,0.003488348],"genre_scores_gemma":[0.996003,0.0002866077,0.002349508,0.00001533217,0.00001446013,0.00002760982,0.00005947608,0.00002077463,0.001223225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004535216,"threshold_uncertainty_score":0.009017646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077204148265022,"score_gpt":0.2182314166631529,"score_spread":0.2074593751805027,"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."}}