{"id":"W3161466437","doi":"10.1016/j.colsurfa.2021.126827","title":"A rheological and microstructural study of two-step yielding in mud samples from a port area","year":2021,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Delft Research Centres","keywords":"Rheology; Shearing (physics); Materials science; Mineralogy; Settling; Optical microscope; Shear (geology); Composite material; Geology; Scanning electron microscope; 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":[0.00002850558,0.0001064871,0.0002124619,0.000009405201,0.00005150785,0.00004284983,0.00004574697,0.00003834797,0.00001243756],"category_scores_gemma":[0.00001556856,0.00005477436,0.00002039946,0.0002147532,0.00003742629,0.00004089596,0.00009545607,0.00008694343,1.142271e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006016904,"about_ca_system_score_gemma":0.000003514059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003937718,"about_ca_topic_score_gemma":0.0001241739,"domain_scores_codex":[0.9994141,0.000009306988,0.000139347,0.000245441,0.00006384119,0.0001279289],"domain_scores_gemma":[0.9997087,0.000136091,0.000026487,0.00003487176,0.00002025421,0.00007366652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000007377677,0.00008370397,0.01750677,0.000005978217,0.00001085946,0.000004711992,0.0001178168,0.00003405952,0.9803823,0.0005690061,0.000003345461,0.001274065],"study_design_scores_gemma":[0.001096239,0.0002231938,0.7854114,0.0001321995,0.00003618746,0.00002955804,0.002412747,0.01106311,0.1959428,0.003131319,0.00009196867,0.0004292967],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990295,0.0006617267,0.000006246686,0.0001237965,0.00001478505,0.00008537644,0.00002869471,0.00002199008,0.00002794446],"genre_scores_gemma":[0.9994695,0.00005838511,0.0003897624,0.00002048179,0.00002792734,0.000009094167,0.00001686215,9.007546e-7,0.000007060353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7844395,"threshold_uncertainty_score":0.2233634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544278742055376,"score_gpt":0.2110610840526602,"score_spread":0.1956182966321065,"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."}}