{"id":"W1992958186","doi":"10.1128/aem.00444-08","title":"<i>Escherichia coli</i> Populations in Great Lakes Waterfowl Exhibit Spatial Stability and Temporal Shifting","year":2009,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waterfowl; Biology; Juvenile; Population; Escherichia coli; Zoology; Ecology; DNA profiling; Habitat; Genetics; Demography","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":[0.0001747392,0.0001039039,0.0001254598,0.000649932,0.0002288603,0.0004070361,0.0001573726,0.0002530823,0.0004511741],"category_scores_gemma":[0.000450031,0.0001236274,0.0001255654,0.0005529715,0.0002849854,0.000247128,0.0002331248,0.0001336161,0.00008872089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210594,"about_ca_system_score_gemma":0.0001507575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01773269,"about_ca_topic_score_gemma":0.04451025,"domain_scores_codex":[0.9998579,0.00001518038,0.00001185938,0.00005159584,0.00003200434,0.00003140424],"domain_scores_gemma":[0.9995819,0.00004197659,0.0002197735,0.00002061876,0.00008362864,0.00005214227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006664482,0.0000164318,0.9629228,0.00001640104,0.00002697617,0.00009296909,0.0004693163,0.0001288776,0.03245061,0.00001738881,0.00009900142,0.003692564],"study_design_scores_gemma":[4.412122e-7,0.00002327075,0.9993123,0.000001108533,0.000002877397,0.00003465229,0.0001254024,0.00004657175,0.0003773167,0.000002945846,0.00007188185,0.000001324925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997879,0.00002028499,0.00002715227,0.000008143877,3.69473e-7,9.470512e-7,0.0000564341,0.000001975054,0.00009693796],"genre_scores_gemma":[0.999415,0.00003975667,0.0001205968,0.00001592998,0.000002298186,0.000004610836,0.000256012,0.000001164965,0.0001446729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01773269,"threshold_uncertainty_score":0.03525895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723347377444477,"score_gpt":0.2141718794429648,"score_spread":0.19693840566852,"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."}}