{"id":"W2045411821","doi":"10.1016/j.ecoleng.2014.09.115","title":"Floating treatment wetlands for heavy metal removal in highway stormwater ponds","year":2014,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Cadmium; Stormwater; Juncus; Retention basin; Surface runoff; Environmental science; Environmental chemistry; Wetland; Carex; Chemistry; Environmental engineering; Botany; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001220937,0.0001418146,0.0001739177,0.0001751495,0.000566709,0.0004217701,0.0002859173,0.0001949481,0.0007156467],"category_scores_gemma":[0.0001391061,0.0000677258,0.0002547413,0.0001229644,0.0002279146,0.0002189144,0.0002910097,0.0001969672,0.00007225516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006975778,"about_ca_system_score_gemma":0.0007993657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0189575,"about_ca_topic_score_gemma":0.03205312,"domain_scores_codex":[0.9999188,0.00001120935,0.00000334536,0.00001572147,0.00001961546,0.0000312035],"domain_scores_gemma":[0.9999458,0.000009960922,0.00001021364,0.00000348312,0.00001366918,0.00001677787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001057151,0.0004350293,0.01331084,0.0001917799,0.00003827153,0.0004142167,0.0003010671,0.006757409,0.9326911,0.0006060648,0.0008467465,0.04335028],"study_design_scores_gemma":[0.0002709943,0.004487967,0.1063859,0.00005842041,0.0001740911,0.0005263424,0.001936656,0.07576314,0.8017823,0.0007718215,0.00778301,0.00005942665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990368,0.00004505502,0.0005360989,0.00001762528,0.00000699103,0.00000780606,0.00001806273,0.00001466804,0.0003169232],"genre_scores_gemma":[0.9980926,0.00006725825,0.0008779537,0.000005552792,0.000002989542,0.000006931934,0.00001941245,0.000002206954,0.0009250957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0189575,"threshold_uncertainty_score":0.03769428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008713376217071595,"score_gpt":0.1992384474924144,"score_spread":0.1905250712753428,"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."}}