{"id":"W2316957899","doi":"10.1139/cgj-2015-0123","title":"Gas flow unified measurement system for sequential measurement of gas diffusion and gas permeability of partially hydrated geosynthetic clay liners","year":2016,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Gravimetric analysis; Permeability (electromagnetism); Geosynthetic clay liner; Gaseous diffusion; Saturation (graph theory); Degree of saturation; Overburden pressure; Geotechnical engineering; Soil science; Chemistry; Geology; Soil water; Hydraulic conductivity; Membrane","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001314552,0.0009761736,0.0009728433,0.002003465,0.0006230625,0.00047304,0.001050089,0.001026866,0.003044248],"category_scores_gemma":[0.001596206,0.0004907851,0.0003476469,0.001110515,0.0006637676,0.0009716062,0.000781861,0.0008987726,0.0006211613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006513713,"about_ca_system_score_gemma":0.001004438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607387,"about_ca_topic_score_gemma":0.004415606,"domain_scores_codex":[0.9986695,0.0002438639,0.00008555246,0.0003231528,0.0005916178,0.00008630128],"domain_scores_gemma":[0.9989461,0.0003190745,0.0001711318,0.0001477062,0.0003483197,0.00006765532],"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":[0.0004419523,0.0001013734,0.004924307,0.0002611704,0.00002205029,0.00009521206,0.0001857982,0.000747999,0.9547668,0.0006005194,0.001324964,0.03652775],"study_design_scores_gemma":[0.0001032981,0.0008918707,0.02783639,0.00005710397,0.00007296839,0.0005661652,0.0001507935,0.04375722,0.9117928,0.0004567327,0.01417061,0.0001440672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.432909,0.001029262,0.5387159,0.0002077189,0.0001751941,0.0009894709,0.005358904,0.01802338,0.002591173],"genre_scores_gemma":[0.7064049,0.0006194168,0.2835899,0.0002905477,0.00008413016,0.002166251,0.002663025,0.0005995788,0.003582288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003044248,"threshold_uncertainty_score":0.01018405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656950732165012,"score_gpt":0.216386783190546,"score_spread":0.1898172758688959,"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."}}