{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002029428,0.0001637127,0.0001578629,0.0004803796,0.0006526924,0.0005183314,0.0001942711,0.000235071,0.0006725768],"category_scores_gemma":[0.0007868209,0.0001153094,0.0001576906,0.0005362736,0.0004235513,0.0001976437,0.0003382404,0.0002643518,0.00006071709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381367,"about_ca_system_score_gemma":0.001088159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4376432,"about_ca_topic_score_gemma":0.7148646,"domain_scores_codex":[0.9998208,0.00002163027,0.000008494399,0.00005174979,0.00002761371,0.00006973512],"domain_scores_gemma":[0.9994428,0.00006398909,0.0001657166,0.0000339616,0.0001401056,0.0001534616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007095844,0.0000107864,0.9966488,0.00000644013,0.0000355924,0.00004339146,0.000282789,0.00007567186,0.001127671,0.00001797956,0.00006965923,0.001610341],"study_design_scores_gemma":[7.589734e-7,0.000009510426,0.9993594,0.000003289437,0.000004925623,0.00002468088,0.0003641897,0.00009342738,0.00003299628,0.000007994176,0.00009670477,0.000001978814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996685,0.0000783725,0.00004055661,0.00001999607,0.000001107169,0.000001806576,0.00008158985,0.000001222025,0.0001069032],"genre_scores_gemma":[0.9995527,0.00006688558,0.00009472367,0.00001624309,0.000001010617,0.000003035945,0.0001491727,0.000001292672,0.0001150144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5623568,"threshold_uncertainty_score":0.8701917,"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."}}