{"id":"W4284885990","doi":"10.1016/j.japr.2022.100282","title":"Comparative impact of conventional and alternative gut health management programs on gastrointestinal responses in broiler chickens raised in commercial and research settings","year":2022,"lang":"en","type":"article","venue":"The Journal of Applied Poultry Research","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; University of Guelph","keywords":"Broiler; Gastrointestinal tract; Crypt; Biology; Antibiotics; Body weight; Gut flora; Animal science; Microbiology; Endocrinology; Immunology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006034915,0.00007522458,0.0002377427,0.0001449968,0.0003189352,0.0000199014,0.0002504036,0.00001711837,0.0001261655],"category_scores_gemma":[0.00003273176,0.00003063891,0.00003741855,0.000562482,0.0004339995,0.00003028962,0.0002273881,0.000889114,0.000001163773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156436,"about_ca_system_score_gemma":0.00004853772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002919,"about_ca_topic_score_gemma":0.00005935807,"domain_scores_codex":[0.9967968,0.001794499,0.0003166499,0.0001314113,0.0006407675,0.0003198443],"domain_scores_gemma":[0.9980859,0.001498568,0.0001475201,0.00003401017,0.0001483128,0.00008572256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1609681,0.00641795,0.3042069,0.0002130923,0.0002276631,0.0001464912,0.01706821,0.0005160226,0.4368347,0.02038254,0.01528786,0.0377305],"study_design_scores_gemma":[0.001190563,0.0063056,0.9702125,0.0001109411,0.00000125443,0.00006970228,0.01699382,0.00005924613,0.00006332435,0.004567986,0.000374251,0.00005085126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955217,0.00006953133,2.641092e-7,0.003342434,0.000006703765,0.0004360873,0.00002998645,0.00000156226,0.0005917205],"genre_scores_gemma":[0.9996666,0.0001048018,0.00004874676,0.00007469469,0.00004513087,0.00001926855,0.00001007063,9.141077e-7,0.00002975823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6660056,"threshold_uncertainty_score":0.3862807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1847317805222702,"score_gpt":0.4373051200204989,"score_spread":0.2525733394982287,"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."}}