{"id":"W2022490724","doi":"10.1139/w2012-078","title":"Abundance and community composition of ammonia-oxidizing archaea and bacteria in two different zones of Lake Taihu","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archaea; Bay; Sediment; Nitrification; Environmental chemistry; Ammonia; Abundance (ecology); Bacteria; Ammonia monooxygenase; Biology; Oxidizing agent; Ecology; Chemistry; Nitrogen; Oceanography; Geology; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001361141,0.0003826862,0.0004476949,0.001178421,0.0005797255,0.0005530925,0.0001794419,0.000336184,0.00036418],"category_scores_gemma":[0.0003001178,0.0002439954,0.0002745303,0.00108912,0.0004318849,0.0003738628,0.0006051239,0.0001471976,0.00004397224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038663,"about_ca_system_score_gemma":0.0003560426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091183,"about_ca_topic_score_gemma":0.01489217,"domain_scores_codex":[0.9998011,0.00002034185,0.0000196001,0.00005455932,0.00005328936,0.00005125066],"domain_scores_gemma":[0.9998047,0.00002947063,0.00005844463,0.000006508442,0.00004220141,0.00005878281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006908634,0.00007954031,0.6240417,0.0002606117,0.000213776,0.0005904331,0.004165906,0.0004704614,0.3558396,0.0001259238,0.00008996764,0.01343117],"study_design_scores_gemma":[0.000007359014,0.00007265656,0.995267,0.000007191463,0.00004418079,0.0001341285,0.0007723239,0.0005935595,0.002839315,0.00004363509,0.0002080654,0.00001037591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996604,0.00009678159,0.00007789327,0.00000558161,0.000001058999,0.000002553255,0.0000581489,0.000003605573,0.00009386148],"genre_scores_gemma":[0.9992154,0.00008812822,0.0001863109,0.00001599995,0.000004744145,0.00001355945,0.0003150387,0.000002078491,0.0001588383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091183,"threshold_uncertainty_score":0.02169663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348833200696003,"score_gpt":0.2261493966984003,"score_spread":0.2126610646914402,"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."}}