{"id":"W3039798095","doi":"10.1007/s00248-020-01550-5","title":"Composition of the North American Wood Frog (Rana sylvatica) Bacterial Skin Microbiome and Seasonal Variation in Community Structure","year":2020,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Biology; Microbiome; Amphibian; Ecology; Bacteroidetes; Microbial ecology; Frog Skin; Actinobacteria; Zoology; Proteobacteria; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.00008789031,0.0001259392,0.0002353768,0.00002915298,0.0001183115,0.00001083592,0.0001959622,0.0001229368,0.00002813571],"category_scores_gemma":[0.0000277044,0.0001129312,0.00004627751,0.0001713557,0.000230207,0.000003635004,0.0001920491,0.0002425888,0.000001537797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002871779,"about_ca_system_score_gemma":0.0001105538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00042301,"about_ca_topic_score_gemma":0.0103303,"domain_scores_codex":[0.9989266,0.0003983976,0.0002460905,0.0001993504,0.00003089988,0.0001986553],"domain_scores_gemma":[0.9995399,0.00002060602,0.0001672208,0.0001725216,0.00004641463,0.00005335146],"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":[0.0001982597,0.00007234953,0.02894904,0.00004737339,0.00002530638,4.524359e-7,0.0006029551,0.00001621999,0.9695095,0.000009347948,0.0003999856,0.0001691634],"study_design_scores_gemma":[0.001010654,0.0003594265,0.9116115,0.000006482078,0.00001901509,0.00001800721,0.00004965922,0.00001690208,0.08603601,0.000007220356,0.0007510188,0.0001141282],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979708,0.0000173616,0.00003391621,0.001210412,0.0001322481,0.0002445083,0.0003779827,0.000004334556,0.000008414663],"genre_scores_gemma":[0.9973797,0.00001291286,0.000472334,0.001566218,0.0001202498,0.000002358537,0.0004312472,0.0000116241,0.00000340492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8834735,"threshold_uncertainty_score":0.576455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005226989070916357,"score_gpt":0.2125800077876624,"score_spread":0.2073530187167461,"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."}}