{"id":"W3125841184","doi":"10.1186/s40168-020-00977-9","title":"Seasonal shifts in the gut microbiome indicate plastic responses to diet in wild geladas","year":2021,"lang":"en","type":"article","venue":"Microbiome","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":250,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; University of Michigan; Canadian Institute for Advanced Research; Arizona State University; Leakey Foundation; National Institutes of Health; Stony Brook University; National Science Foundation","keywords":"Biology; Microbiome; Gut flora; Zoology; Microbial ecology; Ecology; Primate; Bacteria; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004734614,0.0002568611,0.000257068,0.0002468774,0.00009663116,0.00007022223,0.0004581446,0.0002371202,0.00006573007],"category_scores_gemma":[0.0001109091,0.0002242612,0.00009614886,0.0007677318,0.00009909873,0.000006100035,0.0002732455,0.0002606155,0.0001636079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000078836,"about_ca_system_score_gemma":0.0003806966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008463062,"about_ca_topic_score_gemma":0.00120848,"domain_scores_codex":[0.9979389,0.0003032799,0.0003838564,0.0006324073,0.0000982344,0.0006433614],"domain_scores_gemma":[0.9991879,0.00007289116,0.00007064544,0.0005073028,0.0000509184,0.0001103496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000366416,0.0002148867,0.005269261,0.00004355637,0.00001876543,0.0001188189,0.0005326447,0.000007151763,0.9844208,0.00002244348,0.008780137,0.000205147],"study_design_scores_gemma":[0.002395201,0.0006262487,0.5219095,0.0002249385,0.00002479563,0.0004145512,0.0005632864,0.000004049778,0.1920394,0.00005072121,0.2809565,0.0007907565],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947976,0.001020431,0.00004495731,0.003214956,0.0002225466,0.0002962007,0.0002550511,0.0000102841,0.000137946],"genre_scores_gemma":[0.9945204,0.0001004892,0.0005154139,0.003418085,0.0001213886,0.00003245557,0.0004683566,0.00003230564,0.0007910971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7923813,"threshold_uncertainty_score":0.9145105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121160413258259,"score_gpt":0.2697764275787639,"score_spread":0.257660386252938,"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."}}