{"id":"W2333309511","doi":"10.2166/wst.2011.257","title":"Long-term survival of Escherichia coli in lightweight aggregate filter media of constructed wastewater treatment wetlands","year":2011,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada","keywords":"Wetland; Term (time); Aggregate (composite); Wastewater; Environmental science; Filter (signal processing); Escherichia coli; Waste management; Environmental engineering; Chemistry; Pulp and paper industry; Ecology; Engineering; Materials science; Biology; Physics; Nanotechnology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003370869,0.0003462931,0.0005827046,0.0008011889,0.00008800485,0.00001473722,0.0009862115,0.0002155284,0.001483354],"category_scores_gemma":[0.00001945366,0.0002168317,0.00008735648,0.001420063,0.004222794,0.0003058326,0.0006706584,0.0001438535,0.0001044803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999584,"about_ca_system_score_gemma":0.00005885043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004705502,"about_ca_topic_score_gemma":0.0008927231,"domain_scores_codex":[0.9972387,0.00006294313,0.0006791513,0.0007275561,0.0004557801,0.0008358441],"domain_scores_gemma":[0.998745,0.00002510793,0.0001992584,0.000852606,0.0000395421,0.0001384834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006060855,0.000177626,0.6003823,0.000007638861,0.00001546259,0.00004501647,0.001614689,0.000003502426,0.3963119,0.00009074547,4.573336e-7,0.001290097],"study_design_scores_gemma":[0.001151092,0.0003667659,0.2442436,0.00004071637,0.00002649382,0.00002962536,0.0001426131,0.0000208377,0.7529975,0.000762116,0.00002561851,0.0001929536],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99733,0.00002113317,0.00001827186,0.00007247239,0.0003036731,0.0003945032,0.00001958505,0.00008022101,0.001760214],"genre_scores_gemma":[0.9977533,0.00002451433,0.002064014,0.000005173058,0.000006711567,0.0000481606,0.00001136156,0.00001876023,0.00006806436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3566857,"threshold_uncertainty_score":0.9994294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137617733878322,"score_gpt":0.2128481854937685,"score_spread":0.1990864121059363,"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."}}