{"id":"W1977485366","doi":"10.1080/10934520009377037","title":"Retrofitting a stormwater management facility with a wetland component","year":2000,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part A","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stormwater; Retrofitting; Environmental science; Wetland; Stormwater management; Recreation; Environmental planning; Environmental resource management; Engineering; Surface runoff; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001086404,0.000154111,0.0002260563,0.00006272496,0.0004211725,0.00004788616,0.0002103645,0.0000216314,0.002253803],"category_scores_gemma":[0.000001280124,0.0001002388,0.00003519578,0.0001732333,0.0007727492,0.0004135473,0.0001166902,0.0001390813,0.00009900343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000742118,"about_ca_system_score_gemma":0.00003019637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008174364,"about_ca_topic_score_gemma":0.0000358335,"domain_scores_codex":[0.9978849,0.0000376322,0.0004109074,0.0002945152,0.0009271837,0.0004448641],"domain_scores_gemma":[0.9992376,0.00000864581,0.0002032073,0.0001497503,0.00000361874,0.0003971556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002597112,0.0004217213,0.6095935,0.0000311189,0.00004873674,0.0001159097,0.001883708,0.0002557786,0.005848846,0.000007156598,0.001025456,0.3805084],"study_design_scores_gemma":[0.001576086,0.001084013,0.9473373,0.00007508373,0.00002750398,0.0005693863,0.0005503182,0.00006653933,0.0006371397,0.00004901981,0.04782872,0.0001989333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967948,0.0000691873,0.00001188269,0.00109965,0.0000417445,0.0002346352,0.00001151961,0.000006567554,0.001730079],"genre_scores_gemma":[0.9973416,0.0003976089,0.001553099,0.0003717474,0.00002218689,0.000004505248,0.000001588914,0.000005022288,0.000302593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3803095,"threshold_uncertainty_score":0.9986583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206377977770042,"score_gpt":0.2304911637844192,"score_spread":0.2184273840067188,"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."}}