{"id":"W2547783199","doi":"10.5539/jas.v8n12p188","title":"Evaluation of the Efficiency of Duckweeds, Lemna sp. and Spirodela sp., in the Treatment of Tilapia Effluents","year":2016,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lemna; Effluent; Nutrient; Aquatic plant; Oreochromis; Biomass (ecology); Tilapia; Aquaculture; Lemna gibba; Biology; Sewage treatment; Wastewater; Botany; Environmental science; Agronomy; Fishery; Environmental engineering; Ecology; Fish <Actinopterygii>; Macrophyte","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002845825,0.0003934827,0.0004947305,0.0003281657,0.0002608472,0.0003975984,0.0002019191,0.0003763045,0.000587948],"category_scores_gemma":[0.0002793124,0.00009405967,0.0003482643,0.0001773278,0.0001484323,0.000268731,0.0003016603,0.0002502998,0.0002457399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627709,"about_ca_system_score_gemma":0.0002703974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476395,"about_ca_topic_score_gemma":0.003969158,"domain_scores_codex":[0.999745,0.00003765472,0.00003858133,0.00006133597,0.00008429123,0.00003323191],"domain_scores_gemma":[0.99981,0.00002875783,0.0000470374,0.00001228696,0.00005799372,0.00004377646],"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":[0.0002161904,0.0001019161,0.002661844,0.0001754745,0.00001623744,0.00004817024,0.00004445767,0.0001113255,0.9902546,0.00001236566,0.00002446241,0.006332969],"study_design_scores_gemma":[0.00003948695,0.007363836,0.09449091,0.00006015997,0.0001190048,0.0004737793,0.0004781236,0.0009709207,0.8921161,0.00005165501,0.003810376,0.0000257148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983019,0.0005902624,0.000255841,0.00003583485,0.000007313764,0.0000148835,0.000109517,0.00001054578,0.0006739381],"genre_scores_gemma":[0.9939758,0.0008197601,0.002148464,0.00007442517,0.000007001917,0.00003112092,0.0003372609,0.000008642413,0.002597544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001476395,"threshold_uncertainty_score":0.002935648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320323405717371,"score_gpt":0.2371496253062994,"score_spread":0.2239463912491257,"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."}}