{"id":"W4367048047","doi":"10.1128/aem.00271-23","title":"Cecal Microbiota Development and Physiological Responses of Broilers Following Early Life Microbial Inoculation Using Different Delivery Methods and Microbial Sources","year":2023,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Canada; Alberta Innovates; Alberta Agriculture and Forestry","keywords":"Biology; Microbiology; Cecum; Bacteroidetes; Lactobacillus; Inoculation; Broiler; Caecum; Bacteroides; Gut flora; Microbial population biology; Bacteria; Food science; Ecology; Immunology; 16S ribosomal RNA","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001584488,0.0002877687,0.000235795,0.0002751317,0.0001712277,0.0003351414,0.00009586279,0.0003513065,0.0008650899],"category_scores_gemma":[0.0002411335,0.0002176442,0.0002154834,0.00008121502,0.0002855329,0.0002469676,0.0002276295,0.0005745227,0.000180569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001773466,"about_ca_system_score_gemma":0.0001604102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008885885,"about_ca_topic_score_gemma":0.001889296,"domain_scores_codex":[0.999821,0.00002677807,0.00001467829,0.00005916239,0.00003029628,0.0000481697],"domain_scores_gemma":[0.9997708,0.00003000261,0.00005279063,0.000012005,0.00004167426,0.00009266687],"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":[0.000642653,0.00008315632,0.00256622,0.00002780332,0.000005500977,0.00005039388,0.00009320307,0.00001407242,0.9954134,0.000009594021,0.00001386329,0.001080328],"study_design_scores_gemma":[0.00003350135,0.006887645,0.4170976,0.00004247203,0.0000838886,0.0004301026,0.0009488612,0.0005844053,0.5726728,0.00005508662,0.001133163,0.00003049635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987417,0.0002878816,0.0003759778,0.00002783575,0.00001203166,0.00002135941,0.0001235987,0.000007121429,0.0004025566],"genre_scores_gemma":[0.9960213,0.0002888516,0.0009816736,0.00009552632,0.000007088736,0.00005491007,0.0002915705,0.00001019154,0.002248815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008885885,"threshold_uncertainty_score":0.002894044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385250345699548,"score_gpt":0.265648284421055,"score_spread":0.2417957809640595,"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."}}