{"id":"W3217646994","doi":"10.1016/j.wasman.2021.11.034","title":"Evaluating the impacts of leachate co-treatment on a full-scale municipal wastewater treatment plant in Canada","year":2021,"lang":"en","type":"article","venue":"Waste Management","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada); University of Regina","funders":"","keywords":"Leachate; Effluent; Kjeldahl method; Wastewater; Sulfate; Sewage treatment; Chemistry; Hydraulic retention time; Environmental science; Environmental engineering; Environmental chemistry; Pulp and paper industry; Nitrogen","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001406328,0.000227575,0.0002092953,0.00004093053,0.0001064985,0.00002604176,0.0001127013,0.00002217131,0.0005096103],"category_scores_gemma":[0.000002186919,0.0001363873,0.00007324075,0.0001637508,0.0000417527,0.00006041386,0.0001147759,0.00003952566,0.00008772563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002595487,"about_ca_system_score_gemma":0.00004742467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.590423,"about_ca_topic_score_gemma":0.8762873,"domain_scores_codex":[0.9984786,0.0001404683,0.0002768798,0.0003468135,0.0003969954,0.0003602769],"domain_scores_gemma":[0.9993464,0.000036831,0.0000872586,0.000454764,0.000003548897,0.00007115836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001294246,0.004511542,0.4034379,0.0001363802,0.001076656,0.001507879,0.01446883,0.4350276,0.05429097,0.000270812,0.001784342,0.08219276],"study_design_scores_gemma":[0.01621516,0.009228408,0.3765255,0.0004672244,0.0008944048,0.00007766474,0.02754105,0.0426947,0.5107948,0.0003624987,0.01379213,0.001406529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877756,0.00003930147,6.75742e-7,0.0003852393,0.0001295675,0.0005322911,0.00002533254,0.00001017611,0.01110177],"genre_scores_gemma":[0.9972804,0.00008513238,0.0000768365,0.00006928765,0.00001889457,0.0001067863,0.00007364577,0.00001344217,0.002275549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565038,"threshold_uncertainty_score":0.6787108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053169681391923,"score_gpt":0.2694433355896888,"score_spread":0.2389116387757696,"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."}}