{"id":"W4233265782","doi":"10.22215/etd/2005-07885","title":"The role of plants in the removal of nutrients at a constructed wetland treating agricultural (dairy) wastewater","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Nutrient; Wetland; Constructed wetland; Environmental science; Wastewater; Agriculture; Environmental engineering; Geography; Ecology; Biology; Archaeology","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":[0.00008591803,0.00009194855,0.0000677879,0.00007024509,0.0002477997,0.0003018412,0.000171766,0.0003121241,0.0005058392],"category_scores_gemma":[0.00007675491,0.00005298163,0.0001449219,0.0000474533,0.0001962042,0.0001662034,0.0001147353,0.0002469476,0.0001282304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004382461,"about_ca_system_score_gemma":0.0003654585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005331869,"about_ca_topic_score_gemma":0.004458652,"domain_scores_codex":[0.9999702,0.000005108338,0.000001113656,0.000005894618,0.000005644124,0.00001214418],"domain_scores_gemma":[0.9999672,0.0000135379,0.00000301492,0.000001320486,0.000006523483,0.000008392925],"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":[0.0003340432,0.00008934963,0.0007787147,0.00008824461,0.000007130292,0.0001461311,0.00009038518,0.0004245532,0.9907843,0.0005238444,0.0001766216,0.006556738],"study_design_scores_gemma":[0.00008202678,0.001433362,0.02956692,0.00002938951,0.00005726311,0.0003747691,0.0005951804,0.01289841,0.947423,0.0007784444,0.006740896,0.00002037305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958819,0.0005040087,0.0008566921,0.0002092641,0.00001345781,0.00000850599,0.00004291272,0.00001365168,0.002469525],"genre_scores_gemma":[0.9956001,0.0002963733,0.0006897671,0.00002820979,0.000002676646,0.000004593796,0.00002965354,0.000002252626,0.003346235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005331869,"threshold_uncertainty_score":0.0106017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004083595527535993,"score_gpt":0.1990711421643158,"score_spread":0.1949875466367799,"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."}}