{"id":"W2138465606","doi":"10.1038/nrmicro2778","title":"Microbial ecology of expanding oxygen minimum zones","year":2012,"lang":"en","type":"review","venue":"Nature Reviews Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":588,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Tula Foundation","keywords":"Biogeochemical cycle; Trophic level; Ecology; Microbial ecology; Ecosystem; Biology; Biodiversity; Microbial mat; Oxygen; Greenhouse gas; Environmental science; Bacteria; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001491103,0.0009685362,0.005246643,0.0002313909,0.0002309611,0.000007655717,0.001800507,0.00449388,0.01319823],"category_scores_gemma":[0.0001506497,0.0007416479,0.00129997,0.0005751254,0.001029333,0.0001043109,0.001498343,0.003167442,0.004677058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147948,"about_ca_system_score_gemma":0.00009426501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003347902,"about_ca_topic_score_gemma":0.0004528466,"domain_scores_codex":[0.9928432,0.003379565,0.001817738,0.0008421657,0.00004882563,0.001068508],"domain_scores_gemma":[0.9960986,0.0007321697,0.001807589,0.001187214,0.00002439495,0.0001500739],"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":[0.00004260103,0.0005324981,0.0001126817,0.0143199,0.0004447347,0.00001125657,0.0002207244,5.410569e-7,0.02154389,0.0002365819,0.1021919,0.8603427],"study_design_scores_gemma":[0.0001857119,0.0001328639,0.00002450057,0.001317539,0.0009420232,0.0005400122,0.000003751354,3.673206e-8,0.00004279721,0.00005234735,0.9961348,0.0006235756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002452657,0.9940473,0.000006037691,0.00003162218,0.002057315,0.001724072,0.000221743,0.00003670547,0.001629963],"genre_scores_gemma":[0.0001073256,0.9957387,0.0009241201,0.0004909037,0.0003568263,0.0001104669,0.001465733,0.00007501149,0.0007309167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.893943,"threshold_uncertainty_score":0.9995034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671958983956827,"score_gpt":0.3234400870335207,"score_spread":0.2867204971939524,"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."}}