{"id":"W61242950","doi":"10.1023/a:1013246614159","title":"The Effects of Cattails (Typha latifolia L.) on Concentrations and Partitioning of Metals in Surficial Sediments of Surface-Flow Constructed Wetlands","year":2001,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetland; Environmental chemistry; Typha; Organic matter; Metal; Sediment; Geology; Environmental science; Chemistry; Ecology; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001761072,0.0001307866,0.0002242459,0.00004060069,0.00009731809,0.000008078475,0.0000786731,0.00005813476,0.00006428409],"category_scores_gemma":[0.00002050087,0.00008489785,0.00004728697,0.0001644251,0.0004068427,0.0001132597,0.00005472027,0.00006082933,0.000008240232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008524692,"about_ca_system_score_gemma":0.00001415793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194493,"about_ca_topic_score_gemma":0.001155163,"domain_scores_codex":[0.9988157,0.0001234543,0.0003976137,0.0001784363,0.0002452253,0.0002395855],"domain_scores_gemma":[0.999544,0.00008076856,0.0001393326,0.0001724386,0.00001654256,0.0000469292],"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":[0.0001714577,0.0001580407,0.7451913,0.00003209199,0.000079171,0.000005270264,0.001359723,0.01259292,0.236786,0.000164012,0.00003017689,0.003429802],"study_design_scores_gemma":[0.001576351,0.0002205545,0.3787111,0.00008807742,0.00005839198,0.000008372308,0.0001106314,0.001743306,0.616881,0.0004632773,0.00003690764,0.0001019878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998822,0.00003602179,0.0000308945,0.0001225992,0.0001303577,0.0003052949,0.00003316733,0.000009400839,0.0005103105],"genre_scores_gemma":[0.9997042,0.00003975152,0.0001329267,0.000009923749,0.000007655436,0.000009176593,0.00002664381,0.000007175871,0.00006257252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.380095,"threshold_uncertainty_score":0.3462034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004903496300123457,"score_gpt":0.203719726490275,"score_spread":0.1988162301901515,"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."}}