{"id":"W4386468634","doi":"10.1139/cgj-2023-0180","title":"The long-term performance of a bituminous geomembrane (BGM) under single-sided exposure conditions","year":2023,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Foundation for Innovation","keywords":"Leachate; Asphalt; Durability; Geomembrane; Degradation (telecommunications); Arrhenius equation; Materials science; Rheology; Composite material; Geotechnical engineering; Chemistry; Activation energy; Environmental chemistry; Geology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003832682,0.000459446,0.000414305,0.0002311033,0.0002841926,0.0002776934,0.0002843173,0.000569193,0.001114232],"category_scores_gemma":[0.0004269093,0.0001425734,0.0003200425,0.0002735114,0.0002208124,0.0003649369,0.0004829349,0.0004193038,0.0003903064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898656,"about_ca_system_score_gemma":0.0002581053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290572,"about_ca_topic_score_gemma":0.001836696,"domain_scores_codex":[0.9997366,0.00001969343,0.00001902166,0.00007299329,0.00009644916,0.00005520311],"domain_scores_gemma":[0.9997247,0.00003309941,0.00007013611,0.00003747873,0.00009929668,0.00003525996],"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":[0.00006430462,0.00001537526,0.0004376926,0.00003828969,0.000005061154,0.00004267489,0.00004145607,0.00009916845,0.997483,0.00001404729,0.00002337602,0.001735616],"study_design_scores_gemma":[0.000002857411,0.0004654846,0.005962283,0.000005194244,0.00001561203,0.00008618399,0.00006410969,0.0003408822,0.992197,0.00001249495,0.0008389172,0.000009076243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978398,0.0002875095,0.001254244,0.00001942547,0.00001594482,0.0000168124,0.0002461198,0.00004027479,0.0002798986],"genre_scores_gemma":[0.9958647,0.0003259341,0.001865834,0.00002403183,0.000005604669,0.00003346383,0.0002992642,0.00001809206,0.001562986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9987094,"threshold_uncertainty_score":0.003727436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871888767515658,"score_gpt":0.2271944210739849,"score_spread":0.2084755333988283,"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."}}