{"id":"W1981013857","doi":"10.1016/j.chemosphere.2006.04.047","title":"Simultaneous carbon, nitrogen and phosphorous removal from municipal wastewater in a circulating fluidized bed bioreactor","year":2006,"lang":"en","type":"article","venue":"Chemosphere","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Anoxic waters; Phosphorus; Nitrification; Nitrogen; Wastewater; Hydraulic retention time; Bioreactor; Pulp and paper industry; Sewage treatment; Environmental science; Environmental engineering; Chemistry; Environmental 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"],"consensus_categories":[],"category_scores_codex":[0.00009291583,0.0003200778,0.0003342532,0.00001245534,0.00008084004,0.00005589597,0.000193758,0.0001594807,0.0006660742],"category_scores_gemma":[0.00001943151,0.0002776724,0.00007737865,0.0001923277,0.000150548,0.0001115434,0.0002104591,0.0001479166,0.00008643153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002314875,"about_ca_system_score_gemma":0.000009473193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03002647,"about_ca_topic_score_gemma":0.001893574,"domain_scores_codex":[0.9982475,0.00004886781,0.0003551612,0.0005717292,0.0002696793,0.0005070339],"domain_scores_gemma":[0.9993675,0.00008997993,0.00008209973,0.0003412301,0.000006455719,0.0001127878],"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":[0.0001485845,0.000173702,0.1659615,0.000007420452,0.00003555983,0.001122669,0.00075252,0.000185232,0.8287194,0.000002508053,0.0000635341,0.002827358],"study_design_scores_gemma":[0.003552381,0.00006866182,0.00462972,0.00004191359,0.00008400057,0.0001572183,0.0004110283,0.009092392,0.978655,0.001670805,0.000983411,0.0006534639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968745,0.0007071431,4.703876e-7,0.00005159406,0.00005960299,0.0002904857,0.00001427022,0.00007956386,0.001922406],"genre_scores_gemma":[0.9911675,0.000009629061,0.008336172,0.00003549518,0.00008121375,0.00001538396,0.00006928411,0.00004434555,0.0002409583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1613318,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006647970503211976,"score_gpt":0.1940732013830955,"score_spread":0.1874252308798835,"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."}}