{"id":"W2766358903","doi":"10.1038/nature24621","title":"A communal catalogue reveals Earth’s multiscale microbial diversity","year":2017,"lang":"en","type":"review","venue":"Nature","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":2899,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Acadia University; University of Toronto; Dalhousie University; University of British Columbia; Environment and Climate Change Canada; University of Waterloo; University of Northern British Columbia; University of Victoria","funders":"National Institute of Allergy and Infectious Diseases; Australian Research Council; Natural Environment Research Council; John Templeton Foundation; National Oceanic and Atmospheric Administration; Sight Research UK; Mississippi State University; Tula Foundation; National Institute of Dental and Craniofacial Research; Lawrence Foundation; NOAA's Atlantic Oceanographic and Meteorological Laboratory; Northern Gulf Institute; W. M. Keck Foundation; Argonne National Laboratory; U.S. Department of Energy; Lundbeckfonden; National Science Foundation","keywords":"Diversity (politics); Earth (classical element); Astrobiology; Earth science; Geography; Evolutionary biology; Biology; Geology; Physics; Sociology; Anthropology; Astronomy","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":[0.00151287,0.0009196273,0.001172258,0.007445173,0.00049075,0.002288626,0.001290114,0.001240509,0.005042019],"category_scores_gemma":[0.00233557,0.0003117967,0.0006020376,0.00579378,0.001187942,0.003744197,0.002084417,0.001599206,0.004016886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085369,"about_ca_system_score_gemma":0.003036604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002482855,"about_ca_topic_score_gemma":0.003188719,"domain_scores_codex":[0.9994816,0.00006671621,0.00006089238,0.0001007877,0.0002427062,0.00004734915],"domain_scores_gemma":[0.9989593,0.0002830267,0.0001629255,0.00009034832,0.0003899528,0.0001144372],"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":[0.0000310553,0.00001616305,0.0007531362,0.008114157,0.00007179122,0.0001252661,0.0001590645,0.0001661482,0.002155045,0.01048325,0.02036557,0.9575593],"study_design_scores_gemma":[0.000002295304,0.00002267535,0.001572844,0.002567519,0.00006369448,0.0005274296,0.0001166484,0.00004836508,0.0006574524,0.003198911,0.991201,0.00002103528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005244751,0.990777,0.001655746,0.001070703,0.0004722726,0.00001860851,0.0004558338,0.0000631242,0.004962154],"genre_scores_gemma":[0.003252771,0.9915559,0.001833864,0.0004089062,0.0003162082,0.00001893341,0.0007394241,0.00001991025,0.001854008],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007445173,"threshold_uncertainty_score":0.01686722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05012961885259418,"score_gpt":0.3239211397149031,"score_spread":0.2737915208623088,"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."}}