{"id":"W2083227808","doi":"10.1016/j.jbiosc.2009.04.014","title":"Partial nitritation treatment of underground brine waste with high ammonium and salt content","year":2009,"lang":"en","type":"article","venue":"Journal of Bioscience and Bioengineering","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Nitrite; Brine; Chemistry; Ammonium; Oxidizing agent; Effluent; Nitrate; Ammonia; Environmental chemistry; Salinity; Pulp and paper industry; Environmental engineering; Environmental science; Ecology; Biochemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.00007688167,0.00009338095,0.0001476271,0.00005538662,0.00004285908,0.00002707952,0.00004623986,0.00002566473,0.000004010461],"category_scores_gemma":[0.000002900303,0.00005611105,0.00002564107,0.0001247888,0.0000993367,0.0002548934,0.00001113525,0.00003363729,4.483404e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004989666,"about_ca_system_score_gemma":0.000006909872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007173066,"about_ca_topic_score_gemma":0.00001061923,"domain_scores_codex":[0.9994053,0.000007395382,0.0001764609,0.00009938657,0.0001804917,0.0001310186],"domain_scores_gemma":[0.9997377,0.00001258151,0.0001040158,0.00004671488,0.00001148384,0.00008746306],"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":[0.0001676211,0.0001616779,0.02069304,0.000006313841,0.00002519449,0.00004360008,0.0002767158,0.0007514848,0.9643027,0.00005446505,0.000005281719,0.01351194],"study_design_scores_gemma":[0.002013446,0.006354778,0.1479378,0.00006294446,0.00008506732,0.0004107605,0.0004738439,0.001763388,0.8405321,0.00008995767,0.0001028878,0.0001730247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987375,0.0002121142,0.0005632545,0.000366396,0.00004526683,0.00005947292,0.000001250296,0.000003904297,0.00001082823],"genre_scores_gemma":[0.9937898,0.0002459482,0.005880242,0.00001479792,0.00003375784,3.450166e-7,4.219529e-7,0.000002627354,0.00003204465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1272448,"threshold_uncertainty_score":0.2288142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539971516169976,"score_gpt":0.202394914645765,"score_spread":0.1869951994840653,"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."}}