{"id":"W2020694920","doi":"10.1126/science.1254070","title":"The environmental controls that govern the end product of bacterial nitrate respiration","year":2014,"lang":"en","type":"article","venue":"Science","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":553,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Helmholtz Zentrum München; State Key Laboratory of Marine Environmental Science; Xiamen University; National Science Foundation; Japanese Dental Science Federation; Max-Planck-Gesellschaft; Deutsche Forschungsgemeinschaft; U.S. Department of Energy","keywords":"Nitrate; Biogeochemical cycle; Denitrification; Nitrogen cycle; Environmental chemistry; Denitrifying bacteria; Nitrite; Chemistry; Microbial population biology; Nitrospira; Nitrification; Ammonium; Microbial metabolism; Nitrogen; Biology; Bacteria","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":[0.00116341,0.00009484186,0.00007505608,0.000009823298,0.0005797254,0.00009597711,0.0005508257,0.00001438572,0.0002778587],"category_scores_gemma":[0.00004480931,0.0000455286,0.00003892636,0.0001334553,0.001930729,0.0003121863,0.0001674778,0.00005201513,0.0001852409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008135528,"about_ca_system_score_gemma":0.00001532945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005511648,"about_ca_topic_score_gemma":0.00006521135,"domain_scores_codex":[0.9986473,0.00009041946,0.0001349805,0.0002649763,0.0005972669,0.0002650065],"domain_scores_gemma":[0.9993808,0.00007495196,0.0001102516,0.0003828127,0.000002992461,0.00004817854],"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":[0.00003790273,0.0000249631,0.01409336,4.641824e-7,0.000003262199,3.080525e-7,0.0002008369,0.00002786285,0.9743949,0.0001179274,0.00007153249,0.01102669],"study_design_scores_gemma":[0.0003983661,0.0001436474,0.2037329,0.000002772408,0.00001452037,0.000007412742,0.00008664012,0.0005218635,0.7731941,0.0005865981,0.02120642,0.0001047918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969899,0.0000384733,0.00002014386,0.0004420418,0.0002247249,0.0002472643,0.000005856785,0.000008553449,0.002023062],"genre_scores_gemma":[0.999104,0.000009401183,0.0001893269,0.00006059092,0.00006995066,0.00001082832,0.000001865934,0.000004440175,0.0005495946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2012008,"threshold_uncertainty_score":0.711385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009215070574663312,"score_gpt":0.1960872476273687,"score_spread":0.1868721770527054,"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."}}