{"id":"W4377564794","doi":"10.3389/fphys.2023.1174238","title":"Impact of growth trajectory on sexual maturation in layer chickens","year":2023,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs; Egg Farmers of Canada; Natural Sciences and Engineering Research Council of Canada; Ontario Agri-Food Innovation Alliance; Canada First Research Excellence Fund; University of Guelph","keywords":"Photostimulation; Sexual maturity; Biology; Body weight; Animal science; Internal medicine; Endocrinology; Lower body; Medicine","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":[0.0001056295,0.0001743323,0.0001476425,0.0001929639,0.00009857934,0.0002520358,0.00007478751,0.0001232928,0.0008035382],"category_scores_gemma":[0.0002338273,0.00008826714,0.0001394228,0.00006213695,0.0001504104,0.0001212335,0.0001835775,0.0002455108,0.0001283146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001935211,"about_ca_system_score_gemma":0.0001182002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106389,"about_ca_topic_score_gemma":0.002552283,"domain_scores_codex":[0.9999175,0.00001593621,0.000005887599,0.00002648294,0.00001543841,0.00001872585],"domain_scores_gemma":[0.9997967,0.00003253519,0.00007940883,0.00001443245,0.00001873166,0.00005826708],"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":[0.003912223,0.0001235678,0.03288945,0.00004677616,0.00002130523,0.0001225435,0.0001375604,0.0001472631,0.9564806,0.000024684,0.00005745703,0.006036685],"study_design_scores_gemma":[0.00001974513,0.003818929,0.9255053,0.00001268042,0.00002795979,0.0001192803,0.000415547,0.0006165549,0.068844,0.0000366932,0.000572284,0.00001106289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995933,0.00007141202,0.00006513427,0.000005845426,0.000001323411,0.000003172906,0.00005646581,0.000003143229,0.0002003336],"genre_scores_gemma":[0.9990552,0.00009178727,0.0001411232,0.00001610652,0.000001936563,0.00001146838,0.0001163284,0.000004809341,0.0005611555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00106389,"threshold_uncertainty_score":0.00268805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339887572353429,"score_gpt":0.2568198842706809,"score_spread":0.2334210085471466,"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."}}