{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008051143,0.00009969754,0.0002421399,0.00006454292,0.0000254443,0.000002526165,0.0001218442,0.0001289523,0.0000946459],"category_scores_gemma":[0.00002653324,0.00004249805,0.0000687129,0.0005152026,0.00007395286,0.00004573888,0.00002313469,0.0001447399,0.00002749234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003422988,"about_ca_system_score_gemma":0.000007104371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002488848,"about_ca_topic_score_gemma":0.0001322407,"domain_scores_codex":[0.9991705,0.0001429774,0.0001790334,0.0002185688,0.00005669435,0.0002321643],"domain_scores_gemma":[0.9997839,0.00007491319,0.00005593399,0.00003667661,0.0000192851,0.00002927311],"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":[0.0008320294,0.0001752844,0.04053626,0.000009148775,0.00001176078,0.000003160527,0.000145086,0.0001164462,0.9402685,0.0001693354,0.01496271,0.002770311],"study_design_scores_gemma":[0.0002241168,0.0008345792,0.9925867,0.000007058758,0.000001179987,4.486349e-7,0.0002700629,0.0003030905,0.0003437084,0.005250583,0.00009418752,0.00008423674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991282,0.00002728491,7.04944e-7,0.000218997,0.0002060132,0.0001137688,0.00003911321,0.00002986659,0.0002360532],"genre_scores_gemma":[0.9994725,0.00004410176,0.00002946213,0.000104114,0.0001141704,0.00001387243,0.0001763825,9.666601e-7,0.0000444256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9520505,"threshold_uncertainty_score":0.173302,"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."}}