{"id":"W2606520071","doi":"10.1139/cgj-2016-0507","title":"Membrane filter properties and application of the filter to undrained cyclic triaxial test of unsaturated materials","year":2017,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Filter (signal processing); Membrane; Geotechnical engineering; Hydraulic conductivity; Filtration (mathematics); Suction; Pore water pressure; Filter cake; Composite material; Repeatability; Ceramic; Diffusion; Triaxial shear test; Soil water; Geology; Chemistry; Engineering; Shear (geology); Chromatography; Soil science; Mechanical engineering; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005679849,0.0002626179,0.0001875185,0.0004129597,0.0002568122,0.0002715075,0.0002930298,0.0004282062,0.0008589157],"category_scores_gemma":[0.001873576,0.0001632949,0.0001801901,0.0004242878,0.0003073285,0.0003207649,0.0002361079,0.0002923774,0.0001569701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955215,"about_ca_system_score_gemma":0.0003330891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002523447,"about_ca_topic_score_gemma":0.004261793,"domain_scores_codex":[0.9994749,0.00007221803,0.00006097175,0.00008681517,0.0002284811,0.00007656489],"domain_scores_gemma":[0.9987304,0.0003875268,0.0002874057,0.0001392077,0.0003767307,0.00007877884],"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":[0.00006862335,0.000009123596,0.0007234649,0.00002512817,0.000002823266,0.00002748469,0.00006409577,0.0001209253,0.9972632,0.00002099986,0.00001043825,0.001663754],"study_design_scores_gemma":[0.000003620825,0.0004109507,0.01515516,0.000003900838,0.000009757227,0.00009529742,0.00006644152,0.0007980548,0.983001,0.00001057345,0.0004334503,0.00001188893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996749,0.0001888031,0.002586266,0.00001963906,0.000009365272,0.00001247783,0.0001071169,0.00003383823,0.0002934923],"genre_scores_gemma":[0.9967355,0.0001344116,0.002557648,0.00001914031,0.000004349515,0.00001636541,0.000118512,0.0000127027,0.0004012582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002523447,"threshold_uncertainty_score":0.005017459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624220581651963,"score_gpt":0.2050137059676319,"score_spread":0.1887715001511122,"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."}}