{"id":"W1968548569","doi":"10.1080/15226514.2010.525552","title":"TOTAL PHOSPHORUS REMOVAL FROM DOMESTIC WASTEWATER WITH<i>CYPERUS ALTERNIFOLIUS</i>IN VERTICAL-FLOW CONSTRUCTED WETLANDS AT THE MICROCOSM LEVEL","year":2011,"lang":"en","type":"article","venue":"International Journal of Phytoremediation","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Phosphorus; Microcosm; Biomass (ecology); Chemistry; Nutrient; Wastewater; Constructed wetland; Environmental chemistry; Wetland; Pollutant; Environmental engineering; Environmental science; Animal science; Agronomy; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001389766,0.0003253,0.000321607,0.0001276734,0.0001989508,0.0003313797,0.0002535407,0.0002774519,0.0002160149],"category_scores_gemma":[0.0001603916,0.0001184117,0.0002847739,0.0001499966,0.0001627986,0.0002528544,0.0002293875,0.0002570319,0.00007988862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145288,"about_ca_system_score_gemma":0.000295688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621668,"about_ca_topic_score_gemma":0.003562981,"domain_scores_codex":[0.9998642,0.00003127228,0.00001133399,0.00003380966,0.00003225814,0.00002702684],"domain_scores_gemma":[0.9999208,0.00001556916,0.00002446672,0.000007279203,0.00001593999,0.0000158391],"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":[0.00009762774,0.00003193676,0.0007415839,0.00002257602,0.000006191914,0.00001971152,0.00001460747,0.0001182085,0.9978713,0.0000089809,0.000009817519,0.00105751],"study_design_scores_gemma":[0.00002888636,0.001120653,0.01591952,0.000003543872,0.00003700669,0.0001022257,0.00006157001,0.003067423,0.979202,0.00003170688,0.0004163511,0.000009240103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995103,0.00004664718,0.0003266446,0.00001178599,0.000001978556,0.000004720115,0.00002393573,0.00001023501,0.00006373536],"genre_scores_gemma":[0.9978656,0.0001052293,0.001575896,0.0000183561,0.000002939293,0.00001139562,0.0001225962,0.000005392547,0.0002925841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003621668,"threshold_uncertainty_score":0.007201195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338187374243964,"score_gpt":0.2152308537592154,"score_spread":0.2018489800167757,"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."}}