{"id":"W2799792391","doi":"10.1101/319673","title":"Links between environment, diet, and the hunter-gatherer microbiome","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Microbiome; Context (archaeology); Biology; Ecology; Biodiversity; Geography; Zoology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006426359,0.0002531228,0.0003273355,0.0004627101,0.0004004671,0.001164573,0.0001530556,0.0004161615,0.002179674],"category_scores_gemma":[0.0006040916,0.000155467,0.000166182,0.0005606902,0.0005824447,0.000373535,0.0009030337,0.0004338064,0.0002539595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970683,"about_ca_system_score_gemma":0.0002647182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860237,"about_ca_topic_score_gemma":0.003253322,"domain_scores_codex":[0.9997517,0.00008798619,0.00000890723,0.00005974083,0.00004195699,0.00004960081],"domain_scores_gemma":[0.9995112,0.0001129464,0.0001740577,0.00005508864,0.0000554007,0.00009123836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009224878,0.0001609063,0.7104873,0.0006401334,0.0005037241,0.0007892739,0.00171483,0.0004188404,0.2513324,0.001116334,0.001957749,0.02995593],"study_design_scores_gemma":[0.000005252435,0.0001051559,0.9922583,0.00004413818,0.00004620893,0.000186981,0.0006461994,0.0001230329,0.003767471,0.000539334,0.002265683,0.0000123321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907318,0.00547273,0.001100022,0.0008673952,0.00004668918,0.000007509075,0.0006546596,0.00002584946,0.001093354],"genre_scores_gemma":[0.9953007,0.001818016,0.00109082,0.0002456591,0.00005107084,0.00001337469,0.0003037889,0.00001315993,0.00116352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002179674,"threshold_uncertainty_score":0.007291734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009834057745776767,"score_gpt":0.2165512550480427,"score_spread":0.206717197302266,"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."}}