{"id":"W2173295313","doi":"10.1139/cgj-2012-0057","title":"Effect of grain size on service life of MSW landfill drainage systems","year":2012,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Leachate; Drainage; Clogging; Service life; Geotechnical engineering; Environmental science; Infiltration (HVAC); Drainage system (geomorphology); Environmental engineering; Waste management; Geology; Engineering; Materials science; Composite material; Ecology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132952,0.0001920089,0.0003740232,0.00006754492,0.0001426594,0.00001488308,0.0003410526,0.0001383769,0.0008891161],"category_scores_gemma":[0.00051249,0.0001385996,0.0001137933,0.0002300229,0.0002064437,0.0001666162,0.000113078,0.0003536274,0.0001844689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005141876,"about_ca_system_score_gemma":0.00003292685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0308241,"about_ca_topic_score_gemma":0.0008455331,"domain_scores_codex":[0.998243,0.0002078026,0.0003792903,0.0001403392,0.0004310508,0.0005984658],"domain_scores_gemma":[0.9980872,0.0003152169,0.0002126768,0.0002698439,0.000007477395,0.001107597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001245061,0.001238679,0.6057843,0.001010697,0.001037548,0.000469908,0.004155747,0.07953499,0.1617566,0.0006101787,0.115603,0.02755335],"study_design_scores_gemma":[0.004926763,0.004925401,0.909794,0.0006682026,0.000416948,0.001430394,0.0004176622,0.002059007,0.02489831,0.0002362807,0.04868987,0.001537115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846379,0.0003473036,0.00007439365,0.001144373,0.0004377018,0.0004040247,0.00008142571,0.00002000671,0.01285288],"genre_scores_gemma":[0.9990139,0.00002417902,0.00004198152,0.0006611187,0.0001076106,0.000007072929,0.000001687863,0.00002057366,0.0001218543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3040098,"threshold_uncertainty_score":0.9756297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007413726182442753,"score_gpt":0.2187813376900994,"score_spread":0.2113676115076566,"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."}}