{"id":"W1988827314","doi":"10.1007/s10295-004-0157-2","title":"Impacts of reduced sulfur components on active and resting ammonia oxidizers","year":2004,"lang":"en","type":"article","venue":"Journal of Industrial Microbiology & Biotechnology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Science Foundation","keywords":"Sulfide; Sulfur; Chemistry; Nitrification; Environmental chemistry; Ammonia; Wastewater; Hydrogen sulfide; Aeration; Anaerobic digestion; Anaerobic exercise; Pulp and paper industry; Oxidizing agent; Nitrogen; Waste management; Environmental science; Environmental engineering; Methane; Biochemistry; Organic chemistry; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002626975,0.0004808978,0.0004328445,0.0002118329,0.0002197205,0.0006931178,0.0003129868,0.0003540223,0.001118456],"category_scores_gemma":[0.0004224322,0.0001423686,0.0003177053,0.0002168023,0.0003439237,0.0003080575,0.0006161134,0.0003471153,0.0001874089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000333666,"about_ca_system_score_gemma":0.0003217223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725686,"about_ca_topic_score_gemma":0.003993401,"domain_scores_codex":[0.9995731,0.00008020778,0.00003836447,0.00006991012,0.0001474603,0.00009095063],"domain_scores_gemma":[0.9997339,0.00008001081,0.00004653123,0.00001137338,0.00008195173,0.00004630653],"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":[0.0005362193,0.00005944536,0.002704914,0.0001157685,0.00002287187,0.00009644104,0.00008043731,0.0002523765,0.9924219,0.00004977994,0.00002480196,0.003635127],"study_design_scores_gemma":[0.00001504476,0.002658796,0.04406545,0.00001905878,0.00005250498,0.0001356891,0.0004154573,0.001032043,0.9505648,0.00007979656,0.0009477446,0.00001360993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982213,0.0003876016,0.0002102798,0.00002544945,0.00001034114,0.00001069916,0.0001780713,0.000009050498,0.0009470948],"genre_scores_gemma":[0.9976575,0.0004062002,0.0003684074,0.00003169256,0.000006918619,0.00001156845,0.000379808,0.000007294894,0.001130587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002725686,"threshold_uncertainty_score":0.005419612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345519360927602,"score_gpt":0.2304265649595815,"score_spread":0.2069713713503054,"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."}}