{"id":"W2027648112","doi":"10.1080/09593330.2012.715755","title":"Applicability of industrial wastewater as carbon source for denitrification of a sludge dewatering liquor","year":2012,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Denitrification; Dewatering; Environmental science; Waste management; Wastewater; Carbon source; Environmental engineering; Industrial wastewater treatment; Sewage treatment; Carbon fibers; Pulp and paper industry; Chemistry; Nitrogen; Engineering; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.00018642,0.0001734234,0.0002498772,0.00008147047,0.00004561894,0.000002450361,0.0002321503,0.0002558527,0.0002696107],"category_scores_gemma":[0.00001372037,0.0001525891,0.00008735882,0.0001259822,0.0004492643,0.00009365166,0.0002426388,0.00009977211,0.00005844653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624159,"about_ca_system_score_gemma":0.000003373958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006990635,"about_ca_topic_score_gemma":0.000001816919,"domain_scores_codex":[0.998821,0.00003028848,0.0003447407,0.0002693332,0.0001729645,0.0003616894],"domain_scores_gemma":[0.9993675,0.00002857121,0.0001712974,0.0003645769,0.000001390854,0.00006662931],"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":[0.00009101755,0.0002934311,0.2247525,0.000006606072,0.00002236979,2.553021e-7,0.0001790606,0.00001502033,0.7700546,0.00002256434,0.000007336421,0.004555264],"study_design_scores_gemma":[0.0007324347,0.0002776269,0.002850402,0.00000525471,0.00004981608,0.00001681481,0.0003331712,0.00004378225,0.9934468,0.0003147133,0.001791814,0.0001374253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987994,0.0000632909,0.00007566716,0.00008002263,0.00006013616,0.0006626474,0.00001812565,0.0000426829,0.0001980602],"genre_scores_gemma":[0.9961583,0.000006216501,0.003423965,0.000005294157,0.00003742834,0.0001335998,0.0000232588,0.0000228239,0.0001891148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2233921,"threshold_uncertainty_score":0.6222402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471497689261146,"score_gpt":0.2159666330317033,"score_spread":0.2012516561390918,"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."}}