{"id":"W3109762275","doi":"10.1680/jgein.20.00048","title":"Unsaturated behaviour and cation self-diffusion of geosynthetic clay liners in Antarctica","year":2020,"lang":"en","type":"article","venue":"Geosynthetics International","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Geosynthetic clay liner; Suction; Bentonite; Geosynthetics; Water content; Geotechnical engineering; Diffusion; Hydraulic conductivity; Chemistry; Geology; Soil water; Soil science; Thermodynamics","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":[0.0001388168,0.0002868043,0.0001941291,0.0004146929,0.0002580305,0.0002853933,0.0001775441,0.0001961563,0.001045118],"category_scores_gemma":[0.0001697809,0.0001929701,0.0002049334,0.0003175606,0.0003704161,0.0002061015,0.0003141494,0.0001718949,0.0001915458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311902,"about_ca_system_score_gemma":0.0001273667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005002726,"about_ca_topic_score_gemma":0.0111232,"domain_scores_codex":[0.9999079,0.00001102828,0.000006127782,0.00002336639,0.00003009362,0.00002164387],"domain_scores_gemma":[0.9998362,0.00002583004,0.00005899387,0.00001370704,0.00003770383,0.00002753966],"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":[0.0002095113,0.00001083187,0.008404473,0.00006109873,0.0000157177,0.0001002746,0.0003897862,0.0002207375,0.9887528,0.00001774427,0.00001116971,0.001805784],"study_design_scores_gemma":[0.000008258096,0.0007818512,0.4343945,0.0000168488,0.00004602374,0.0003089574,0.001259985,0.001021993,0.5606511,0.00004615723,0.001435253,0.00002901895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996359,0.00006659867,0.00007127327,0.000002860247,5.835902e-7,0.000002612516,0.00006343923,0.000002843022,0.0001538813],"genre_scores_gemma":[0.9989284,0.0001119116,0.0002096726,0.000006432295,8.351381e-7,0.000005658477,0.0001356899,0.000005129906,0.0005963377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005002726,"threshold_uncertainty_score":0.00994724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008319517741619117,"score_gpt":0.2206974404478761,"score_spread":0.212377922706257,"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."}}