{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001731973,0.0001972444,0.000207707,0.00009549228,0.00005477212,0.00004163113,0.0004033542,0.00006603192,0.001777896],"category_scores_gemma":[0.00004612081,0.0001226765,0.00009513804,0.0001232354,0.0002203433,0.0003126691,0.0001533227,0.0001979847,0.0001370297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006417122,"about_ca_system_score_gemma":0.0000462162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006730034,"about_ca_topic_score_gemma":0.0007151945,"domain_scores_codex":[0.9981003,0.00006685311,0.0005473318,0.0002285328,0.0008170992,0.0002399088],"domain_scores_gemma":[0.9992583,0.0000994201,0.0002662401,0.0001792193,0.00008293236,0.0001139218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001806558,0.000280456,0.8978255,0.000002367414,0.0003419151,0.001080063,0.002899371,0.0008040569,0.07594268,0.00001994872,0.0004949662,0.01850205],"study_design_scores_gemma":[0.004629739,0.0002637476,0.8541626,0.00009021657,0.0001034875,0.00232263,0.0001983288,0.0009365244,0.1353927,0.0009661436,0.0006633661,0.0002704765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975423,0.00005547786,0.0002505624,0.0002785905,0.001058565,0.000147317,0.00006724817,0.00001013339,0.0005897802],"genre_scores_gemma":[0.9949514,0.0000293348,0.004524468,0.00007672609,0.0002358884,0.000007713434,0.00004984536,0.0000182203,0.0001064455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05945006,"threshold_uncertainty_score":0.9991346,"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."}}