{"id":"W4212857061","doi":"10.3389/fevo.2022.742369","title":"Relationships Between Migration and Microbiome Composition and Diversity in Urban Canada Geese","year":2022,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Northwestern University","keywords":"Microbiome; Biology; Ecology; Goose; Context (archaeology); Firmicutes; Zoology; Habitat; Beta diversity; Animal ecology; 16S ribosomal RNA; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000220266,0.00005581537,0.00008908025,0.00008662468,0.0003819011,0.000003410671,0.00002965758,0.00009305391,0.000001257883],"category_scores_gemma":[0.00000957245,0.00006968645,0.000005982217,0.00006844025,0.00005946651,0.00000633238,0.000140826,0.0001523023,6.133016e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680952,"about_ca_system_score_gemma":0.00008089106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02391856,"about_ca_topic_score_gemma":0.2882122,"domain_scores_codex":[0.9994009,0.0001683722,0.0001032726,0.0001782553,0.00002560127,0.0001235902],"domain_scores_gemma":[0.9998637,0.000008868176,0.00003751924,0.00004667405,0.000008908468,0.00003431801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004442075,0.00001403446,0.986057,0.00001055696,0.000006376856,0.0000014198,0.0001806905,0.00002514123,0.008721205,0.00002672488,0.004845641,0.00006678811],"study_design_scores_gemma":[0.000483986,0.0000784655,0.9973112,0.000002453761,0.000007967624,0.00001117007,0.0004090434,0.0001187937,0.00006678863,0.0001498319,0.001289754,0.00007048474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978598,0.001126509,0.0001429584,0.0005208544,0.0001589882,0.0001302047,0.00004439885,0.000002074121,0.00001414947],"genre_scores_gemma":[0.9991477,0.0001238196,0.000310486,0.00007516203,0.00002025362,0.000006693535,0.0002672899,0.000002743899,0.00004583194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2642936,"threshold_uncertainty_score":0.9825813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007574532521877186,"score_gpt":0.1942835620572762,"score_spread":0.186709029535399,"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."}}