{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006375037,0.001339856,0.001515252,0.001678776,0.00021104,0.001223266,0.0009520887,0.001395876,0.001565284],"category_scores_gemma":[0.0008436024,0.0003466032,0.0002850542,0.002177131,0.0007520244,0.001741168,0.00127647,0.001420192,0.001427288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00065756,"about_ca_system_score_gemma":0.0008374462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049239,"about_ca_topic_score_gemma":0.002251379,"domain_scores_codex":[0.9997954,0.00002698962,0.0000207198,0.00004635975,0.00008605319,0.00002444765],"domain_scores_gemma":[0.9995725,0.0001302346,0.00009445042,0.00001547633,0.0001220353,0.00006534993],"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":[0.00005463854,0.00002012383,0.0002005025,0.007204668,0.000035106,0.00008330636,0.00003194554,0.0003205444,0.004555483,0.002098651,0.01362896,0.9717662],"study_design_scores_gemma":[0.00001604897,0.00006737745,0.002341481,0.00260851,0.0001068134,0.0008836021,0.00007773074,0.0002008864,0.001630884,0.004553448,0.9874769,0.00003635129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001563463,0.9983647,0.0003356608,0.0002767241,0.000221094,0.000002188556,0.00001527313,0.000006276627,0.0006217216],"genre_scores_gemma":[0.0007865443,0.9980298,0.0002752265,0.0001456792,0.0002865349,0.000002959273,0.0000240801,0.000001397841,0.0004477873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001678776,"threshold_uncertainty_score":0.005236387,"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."}}