{"id":"W1848136221","doi":"10.1139/a11-023","title":"Flow-through land-based aquaculture wastewater and its treatment in subsurface flow constructed wetlands","year":2012,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fleming College; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aquaculture; Wastewater; Environmental science; Sewage treatment; Water quality; Wetland; Suspended solids; Environmental engineering; Fishery; Ecology; Fish <Actinopterygii>; Biology","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":[0.0001906741,0.0002196411,0.0001801958,0.0002179852,0.0001753042,0.0004750412,0.0002316831,0.0004021506,0.0003418447],"category_scores_gemma":[0.000113839,0.0001071428,0.0002824097,0.0002246799,0.0002086985,0.0002617008,0.0001566458,0.0001996265,0.0001326031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004470731,"about_ca_system_score_gemma":0.000296253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359984,"about_ca_topic_score_gemma":0.003629444,"domain_scores_codex":[0.9998226,0.00006328193,0.000008258296,0.00001950363,0.00006198065,0.00002443203],"domain_scores_gemma":[0.9999685,0.00000857856,0.000009540431,0.000001121904,0.000009100921,0.000003135018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003911707,0.0004981653,0.002368111,0.003105885,0.00009706006,0.000736934,0.0002556397,0.007256645,0.7028062,0.002339192,0.002288425,0.2778566],"study_design_scores_gemma":[0.0001080086,0.003310506,0.0189367,0.0002534445,0.0001724047,0.001176118,0.0005758115,0.01100045,0.8823514,0.001433878,0.08061424,0.00006706239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8894188,0.08850675,0.01348165,0.0006347229,0.0001877853,0.00007154194,0.00006081282,0.0000817882,0.007556133],"genre_scores_gemma":[0.9490821,0.03958717,0.006705362,0.00008865156,0.00004529019,0.00004427139,0.00007188725,0.00001223622,0.004363138],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002359984,"threshold_uncertainty_score":0.004692495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604766959186861,"score_gpt":0.231409021899612,"score_spread":0.2153613523077434,"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."}}