{"id":"W2323977593","doi":"10.1061/9780784479162.236","title":"Evaluation of Passive Treatment Technologies for Septic Lagoon Capacity Expansion","year":2015,"lang":"en","type":"article","venue":"World Environmental and Water Resources Congress 2015","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Dispose pattern; Effluent; Septic tank; Wastewater; Sewage treatment; Sewage; Environmental science; Waste management; Environmental 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":[0.002231964,0.0007537711,0.0003558467,0.001193079,0.0009369513,0.001572235,0.0009820763,0.0005085866,0.003079433],"category_scores_gemma":[0.002662519,0.0002424371,0.0007337959,0.0008564623,0.000466452,0.001027462,0.000402742,0.0004902308,0.0003232278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007580423,"about_ca_system_score_gemma":0.00366503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.106076,"about_ca_topic_score_gemma":0.1565813,"domain_scores_codex":[0.9986942,0.0002595462,0.00006334309,0.0001075317,0.000682796,0.0001925479],"domain_scores_gemma":[0.9983574,0.0003775748,0.0001538676,0.00005959019,0.0009141641,0.0001373961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003931526,0.005392291,0.02772934,0.003705836,0.0002824109,0.0005829094,0.0006214413,0.1246817,0.4003927,0.003356258,0.004957533,0.424366],"study_design_scores_gemma":[0.0008684504,0.05727031,0.1112514,0.0005938837,0.0008822855,0.0002867248,0.006579179,0.1787658,0.5897342,0.001321092,0.05219102,0.0002556434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776548,0.001195991,0.006636797,0.0003113374,0.00005059492,0.001205149,0.0006590835,0.0001842797,0.01210206],"genre_scores_gemma":[0.9842415,0.001344092,0.007616519,0.00006905621,0.00000923989,0.0002429615,0.0005268714,0.00001445608,0.005935313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.106076,"threshold_uncertainty_score":0.2109171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229589208732392,"score_gpt":0.2536275238319279,"score_spread":0.211331631744604,"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."}}