{"id":"W4297999376","doi":"10.1680/jgein.22.00297","title":"Effect of closed and open system freeze–thaw cycles on GMB–GCL interface transmissivity","year":2022,"lang":"en","type":"article","venue":"Geosynthetics International","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Geosynthetic clay liner; Geosynthetics; Geomembrane; Distilled water; Suction; Geotechnical engineering; Stress (linguistics); Bentonite; Chemistry; Materials science; Environmental science; Chromatography; Geology; Soil science; Hydraulic conductivity; Soil water; Meteorology","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":[0.0004770347,0.0003060986,0.0003479308,0.0001851952,0.0002996235,0.000327644,0.0002443052,0.0003076583,0.002736241],"category_scores_gemma":[0.000871665,0.0001456222,0.0002202201,0.0002571971,0.0003926591,0.0003734482,0.0003758895,0.0005906423,0.0001755088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366179,"about_ca_system_score_gemma":0.0002034625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397151,"about_ca_topic_score_gemma":0.001662786,"domain_scores_codex":[0.999725,0.00004643551,0.00002742333,0.00005694973,0.00009175793,0.00005236273],"domain_scores_gemma":[0.9991893,0.0004047949,0.0001143443,0.00008363886,0.000144144,0.00006382613],"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":[0.0009973568,0.0001464171,0.0009586763,0.0001114175,0.00001515051,0.00008661071,0.0001552306,0.0004745548,0.99248,0.00004905491,0.00007155658,0.004453859],"study_design_scores_gemma":[0.00002167245,0.001876213,0.01291274,0.00001507794,0.00001976065,0.00007009475,0.0001358414,0.001231394,0.9824778,0.00004278367,0.001179911,0.0000166045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979366,0.0005609948,0.000619049,0.00002066401,0.0000180822,0.00002399089,0.0001852028,0.00002221916,0.0006131876],"genre_scores_gemma":[0.9972645,0.0003693323,0.00136708,0.00004950148,0.000008652447,0.00004083606,0.0002494092,0.00002448903,0.0006262069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002736241,"threshold_uncertainty_score":0.009153664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007267982330245936,"score_gpt":0.2658907938088975,"score_spread":0.2586228114786515,"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."}}