{"id":"W4378904150","doi":"10.3389/fanim.2023.1176702","title":"Rearing laying hens: the effect of aviary design and genetic strain on pullet exercise and perching behavior","year":2023,"lang":"en","type":"article","venue":"Frontiers in Animal Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Shriners Hospitals for Children - Canada; University of Guelph","funders":"Fonds de Recherche du Québec - Santé; Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Canadian Poultry Research Council","keywords":"Flock; Biology; Cage; Animal science; Strain (injury); White (mutation); Zoology; Ecology; Anatomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004499755,0.0004932299,0.0003136673,0.0003899595,0.0002862642,0.000549762,0.000320465,0.0003490088,0.002322091],"category_scores_gemma":[0.0008409515,0.0002145117,0.0003022985,0.0001757551,0.0004849693,0.0003315184,0.0003572793,0.0005440577,0.0001745781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003450488,"about_ca_system_score_gemma":0.000210387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237063,"about_ca_topic_score_gemma":0.005322654,"domain_scores_codex":[0.9994416,0.0001372114,0.00004132498,0.0001851908,0.00009745925,0.00009718786],"domain_scores_gemma":[0.9979643,0.000565678,0.000618169,0.00009332241,0.0001035568,0.0006551562],"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":[0.01919014,0.002809196,0.3904549,0.0001990221,0.0006222917,0.0006120074,0.001068333,0.0004644169,0.5659143,0.0001630742,0.0002527219,0.0182495],"study_design_scores_gemma":[0.00002349071,0.005094256,0.982118,0.00001357957,0.00008939334,0.00009241112,0.0003026971,0.0004942919,0.01145228,0.00002463569,0.0002795633,0.00001551124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999595,0.00009192203,0.00009261966,0.000009889987,0.00000352746,0.000007007148,0.00004516781,0.000003014251,0.0001517705],"genre_scores_gemma":[0.9985031,0.00006232183,0.0003964313,0.00003041111,0.000004956342,0.00001808644,0.00009979441,0.000009308202,0.0008755733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002322091,"threshold_uncertainty_score":0.007768095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098715146500746,"score_gpt":0.2429830769082829,"score_spread":0.2219959254432754,"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."}}