{"id":"W1534025708","doi":"10.1016/b978-0-12-381294-0.00006-7","title":"Surveying N2O-Producing Pathways in Bacteria","year":2010,"lang":"en","type":"review","venue":"Methods in enzymology on CD-ROM/Methods in enzymology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":193,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Bacteria; Environmental science; Biology; Genetics","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":[0.0003594622,0.001342385,0.001049792,0.002276134,0.000168126,0.0004700242,0.0007450095,0.0005410964,0.001035853],"category_scores_gemma":[0.0003473148,0.0003358456,0.0004618431,0.002130719,0.000336916,0.001255234,0.0005719649,0.0005522788,0.001161303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000429667,"about_ca_system_score_gemma":0.0007384422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079128,"about_ca_topic_score_gemma":0.001985302,"domain_scores_codex":[0.9997699,0.00001608906,0.00002080977,0.00005499748,0.0001178433,0.00002031353],"domain_scores_gemma":[0.9997928,0.00006575793,0.0000443267,0.00001248761,0.00006987529,0.00001486249],"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":[0.00005915076,0.00006307642,0.0003303134,0.01008444,0.00004382175,0.0001440144,0.00003276225,0.0003068623,0.06568585,0.0005738966,0.002878284,0.9197975],"study_design_scores_gemma":[0.00002990755,0.0003020302,0.006918793,0.002034847,0.000213427,0.001931706,0.0001250692,0.0004736382,0.1234869,0.001621154,0.8627923,0.00007018967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005547803,0.9847761,0.004705693,0.0001704179,0.0002214588,0.00004251024,0.0001593522,0.00004632782,0.004330315],"genre_scores_gemma":[0.006882489,0.984946,0.003353661,0.000118005,0.0001102407,0.00003679013,0.0002623913,0.000007335257,0.00428309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002276134,"threshold_uncertainty_score":0.003465235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152607980293612,"score_gpt":0.4199868595409975,"score_spread":0.3047260615116363,"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."}}