{"id":"W2067077896","doi":"10.2166/wst.2015.102","title":"Pathogen removal from domestic and swine wastewater by experimental constructed wetlands","year":2015,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Typha; Fecal coliform; Wastewater; Macrophyte; Wetland; Chemical oxygen demand; Environmental science; Total suspended solids; Environmental engineering; Salmonella; Veterinary medicine; Biology; Water quality; Ecology; Bacteria; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002405663,0.0002971946,0.0002810928,0.0002765644,0.0002477332,0.0001040061,0.0006817861,0.0001639449,0.0004991809],"category_scores_gemma":[0.00002698176,0.0001977264,0.00002884727,0.0006468287,0.003582787,0.0004156545,0.001281836,0.0001597652,0.0003906779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000329493,"about_ca_system_score_gemma":0.00003444426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003629273,"about_ca_topic_score_gemma":0.00003412622,"domain_scores_codex":[0.9974791,0.00003025331,0.0002982386,0.0009043724,0.0005075253,0.0007804403],"domain_scores_gemma":[0.9989775,0.00001068102,0.00005925079,0.0005921421,0.00002173604,0.000338726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002365011,0.00005422338,0.07116249,7.015443e-7,0.000007621076,0.0001244905,0.0007723553,0.000006724942,0.9252604,0.00003206499,0.000206486,0.002348757],"study_design_scores_gemma":[0.001657271,0.00032603,0.00109439,0.000009346163,0.00002260684,0.001158654,0.001070126,0.0002861248,0.9850933,0.002965129,0.005943307,0.0003737213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968415,0.0001146387,0.00005792206,0.0007876569,0.0002742228,0.0002443148,0.0000419566,0.0002507417,0.001387036],"genre_scores_gemma":[0.9944044,0.000004169505,0.005147122,0.00005845114,0.00001913266,0.00003389988,0.00004655878,0.00001862831,0.0002676887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0700681,"threshold_uncertainty_score":0.9991289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007273584831617142,"score_gpt":0.2175683255540579,"score_spread":0.2102947407224408,"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."}}