{"id":"W4289203583","doi":"10.3390/microorganisms10081550","title":"Proximate Drivers of Population-Level Lizard Gut Microbial Diversity: Impacts of Diet, Insularity, and Local Environment","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Muséum National d'Histoire Naturelle; Centre National de la Recherche Scientifique; National Geographic Society; Company of Biologists; Agence Nationale de la Recherche; National Science Foundation","keywords":"Biology; Omnivore; Insectivore; Gut flora; Population; Lizard; Zoology; Ecology; Habitat","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001367151,0.000124788,0.0001919214,0.00005232995,0.0002335051,0.000005257257,0.0001664441,0.00008259743,0.00008949293],"category_scores_gemma":[0.000005832309,0.0001393628,0.0000588919,0.00005849396,0.0001291599,0.000003833596,0.001233171,0.00009494751,0.000001955059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005498623,"about_ca_system_score_gemma":0.00005162874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004844952,"about_ca_topic_score_gemma":0.00005224542,"domain_scores_codex":[0.9991598,0.00005618767,0.0002179963,0.0002561763,0.0001126015,0.0001972541],"domain_scores_gemma":[0.9995494,0.000004079805,0.000148438,0.0002071974,0.00002327709,0.00006759285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001194115,0.0001232619,0.04556822,0.00007040921,0.00004195689,0.000002300132,0.0004005113,0.00003486529,0.9529972,0.00003335656,0.0004122757,0.0001962245],"study_design_scores_gemma":[0.001383298,0.0009153764,0.1959699,0.00001255352,0.00005498227,0.00004247604,0.000409298,0.000007484888,0.7976786,0.00008332804,0.003200307,0.0002423688],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984362,0.0002842991,0.0004926284,0.00009493731,0.0000668681,0.0002089527,0.0003909685,0.000004667574,0.00002047448],"genre_scores_gemma":[0.9981858,0.0001345992,0.00109218,0.0001458866,0.00001901061,0.000001880127,0.0003120854,0.00001677829,0.00009182206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1553186,"threshold_uncertainty_score":0.5683051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031042290592318,"score_gpt":0.211955814520417,"score_spread":0.2016453916144939,"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."}}