{"id":"W2164908296","doi":"10.51847/c0mz9lj","title":"10.51847/c0MZ9lJ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Denitrifying bacteria; Nitrate; Aerobic denitrification; Nitrite; Denitrification; Pseudomonas syringae; Chemistry; Anoxic waters; Clarifier; Bacteria; Microbiology; Activated sludge; Pseudomonas; Food science; Biology; Wastewater; Environmental chemistry; Environmental engineering; Nitrogen; Environmental science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007094712,0.001376603,0.0007376574,0.003265354,0.001482675,0.00253587,0.001631669,0.002772901,0.9588168],"category_scores_gemma":[0.0008360187,0.0005791456,0.0006926865,0.002019802,0.0009465453,0.001569721,0.002645984,0.001375442,0.9495949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701195,"about_ca_system_score_gemma":0.0008497916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006019951,"about_ca_topic_score_gemma":0.004850995,"domain_scores_codex":[0.9994422,0.00002802613,0.00003043493,0.0001505091,0.0002283843,0.0001204961],"domain_scores_gemma":[0.9992068,0.00008045714,0.00005898362,0.0001578589,0.0002630348,0.000232844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005519449,0.0004131426,0.001787045,0.0004358843,0.00003040179,0.0004531507,0.00009973757,0.0005675196,0.01874356,0.008155208,0.2117256,0.7570368],"study_design_scores_gemma":[0.00006297463,0.00009178549,0.002634589,0.0001773085,0.000008881528,0.0003813721,0.00006507288,0.0005987867,0.002352607,0.001093591,0.9925109,0.00002218319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004188707,0.0007745358,0.003229457,0.001145921,0.0007874693,0.0001797487,0.00362068,0.003745727,0.9823277],"genre_scores_gemma":[0.006226431,0.0001715988,0.002375424,0.0003427414,0.00007985047,0.00009456091,0.003649158,0.0004079828,0.9866521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04118317,"threshold_uncertainty_score":0.05874282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005223637687752054,"score_gpt":0.1657955831547881,"score_spread":0.160571945467036,"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."}}