{"id":"W2312769005","doi":"10.1061/41114(371)66","title":"From Problem Statement to Pilot Scale: A Hybrid Passive Treatment System for Landfill Leachate in North Bay, Ontario, Canada","year":2010,"lang":"en","type":"article","venue":"","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Leachate; Environmental science; Waste management; Municipal solid waste; Environmental engineering; Bay; Civil engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008129675,0.0005507861,0.0004667773,0.0001899906,0.00205016,0.001190168,0.001122396,0.001276072,0.001997064],"category_scores_gemma":[0.0009671638,0.0002558308,0.000337275,0.0004281317,0.001151091,0.0006838724,0.0004778142,0.0005566796,0.0003798304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01198498,"about_ca_system_score_gemma":0.01690509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7619557,"about_ca_topic_score_gemma":0.8365128,"domain_scores_codex":[0.9991288,0.00007773715,0.00003386905,0.0001525247,0.0004504029,0.0001566586],"domain_scores_gemma":[0.9993762,0.00009799529,0.00004254836,0.00004238507,0.0003773182,0.00006352959],"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":[0.003989119,0.003132427,0.05440598,0.004785267,0.0001308307,0.00500166,0.004812099,0.08062723,0.6434506,0.002945365,0.01556418,0.1811551],"study_design_scores_gemma":[0.001879156,0.01751862,0.1140825,0.0002900545,0.0003972024,0.001290397,0.02303945,0.09158862,0.6416504,0.002595579,0.1052728,0.0003952638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670011,0.0005531241,0.01560151,0.00168899,0.00006902176,0.004683462,0.001306299,0.000200485,0.008895938],"genre_scores_gemma":[0.9613481,0.0008116639,0.02027173,0.0004004507,0.00002173648,0.001031866,0.0008962726,0.00002480716,0.01519347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2380443,"threshold_uncertainty_score":0.4788924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009041200119825073,"score_gpt":0.2021659747492651,"score_spread":0.19312477462944,"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."}}