{"id":"W1982536625","doi":"10.1016/s0043-1354(03)00341-5","title":"Effects of predation and ORP conditions on the performance of nitrifiers in activated sludge systems","year":2003,"lang":"en","type":"article","venue":"Water Research","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Anoxic waters; Volatile suspended solids; Nitrification; Autotroph; Activated sludge; Sequencing batch reactor; Biomass (ecology); Chemistry; Environmental chemistry; Wastewater; Biology; Bacteria; Ecology; Environmental engineering; Nitrogen; Environmental science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005468483,0.0000497308,0.0000747144,0.00006928124,0.00006898458,0.000009864401,0.00007568455,0.00002969927,0.00009279494],"category_scores_gemma":[0.00002253743,0.00002602122,0.00001140624,0.0001695389,0.0001792127,0.00008009248,0.00003519137,0.00009383827,0.00004708393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004942778,"about_ca_system_score_gemma":0.000004745656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002343655,"about_ca_topic_score_gemma":0.000004860529,"domain_scores_codex":[0.9990602,0.0002863872,0.0001015417,0.0001082872,0.0002651185,0.0001784808],"domain_scores_gemma":[0.9997592,0.00007731302,0.0000167348,0.0001108824,0.00001031607,0.00002555927],"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":[0.00004035868,0.00007728426,0.02642518,0.00004806047,0.000008500213,0.000002179257,0.0005001489,0.0001478347,0.972533,0.0001223755,0.000062407,0.00003267478],"study_design_scores_gemma":[0.0003196292,0.0001777316,0.02221549,0.0000355654,0.000002657368,0.000001670057,0.0001001965,0.0001555269,0.9768247,0.00006131683,0.00007713803,0.00002838019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984589,0.00001350136,3.525242e-7,0.00003762758,0.00001528226,0.0004461363,0.000002199619,0.000002794849,0.001023198],"genre_scores_gemma":[0.9994236,0.00001419362,0.00001407852,0.000002245441,0.000002290616,0.00004054999,0.000005036065,0.000004304583,0.0004937576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004291698,"threshold_uncertainty_score":0.1061115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773704266054413,"score_gpt":0.2748403334769022,"score_spread":0.247103290816358,"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."}}