{"id":"W2326421838","doi":"10.1021/es203085y","title":"Algal Uptake of Hydrophobic and Hydrophilic Dissolved Organic Nitrogen in Effluent from Biological Nutrient Removal Municipal Wastewater Treatment Systems","year":2011,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Water Research Foundation","keywords":"Effluent; Nutrient; Nitrate; Environmental chemistry; Wastewater; Chemistry; Dissolved organic carbon; Sewage treatment; Nitrogen; Algae; Bioassay; Environmental science; Environmental engineering; Ecology; Biology; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002567071,0.0004126532,0.000496432,0.0003295784,0.0002008318,0.00002031506,0.000719314,0.0002440696,0.000939581],"category_scores_gemma":[0.000008433118,0.0003024631,0.00008594699,0.0007202388,0.003227141,0.0002311171,0.0008989526,0.0001694154,0.00025324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008850635,"about_ca_system_score_gemma":0.00001649601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413232,"about_ca_topic_score_gemma":0.00006453165,"domain_scores_codex":[0.9970656,0.00007102315,0.000580495,0.001031837,0.0004383578,0.0008126624],"domain_scores_gemma":[0.998922,0.00002122781,0.0001769616,0.000663608,0.000002120096,0.0002140203],"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":[0.00007998487,0.0007118711,0.2197792,0.000001452747,0.00002390213,0.0001449905,0.001162453,0.00002262049,0.7772169,0.00005155208,8.498246e-7,0.0008042978],"study_design_scores_gemma":[0.002160093,0.00168523,0.08984783,0.00002734835,0.00005989735,0.0002508378,0.001740575,0.001260914,0.8997027,0.002146292,0.0006222042,0.00049609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982325,0.0005759728,0.000004199716,0.00003909265,0.000119224,0.0006475978,0.00003393034,0.00006910641,0.0002783606],"genre_scores_gemma":[0.9979646,0.0002257217,0.001607451,0.00001078033,0.0000149559,0.00007099618,0.00001853508,0.00002334806,0.0000635757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1299314,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535084700449294,"score_gpt":0.1990938813473748,"score_spread":0.1837430343428819,"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."}}