{"id":"W4366700825","doi":"10.2139/ssrn.4425361","title":"Rearing Laying Hens: Environmental Complexity and Genetic Strain Affect Pullet But Not Chick Performance in a T-Maze Learning Task","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Affect (linguistics); Strain (injury); Task (project management); Psychology; Environmental enrichment; Developmental psychology; Social psychology; Cognitive psychology; Biology; Genetics; Communication; Anatomy; Neuroscience; Economics; Management","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003258195,0.0008233658,0.0005791197,0.0003923153,0.0002627018,0.0008329727,0.0003572787,0.0004655007,0.004931946],"category_scores_gemma":[0.001196969,0.0003889674,0.0002441951,0.0002338284,0.0005492027,0.0005360405,0.0005119355,0.0008597882,0.0003692426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058331,"about_ca_system_score_gemma":0.0003907014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002914752,"about_ca_topic_score_gemma":0.006982623,"domain_scores_codex":[0.9998198,0.00002661068,0.00001500234,0.00007588323,0.00003097651,0.00003172716],"domain_scores_gemma":[0.9981887,0.0005537736,0.0005432048,0.0001199143,0.00005303058,0.0005413198],"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":[0.009196033,0.0009485426,0.01974369,0.00009648495,0.0001456124,0.0002068675,0.0002662717,0.0003052022,0.964594,0.00005685033,0.0001592046,0.004281266],"study_design_scores_gemma":[0.0003456901,0.003998577,0.8332404,0.00002825101,0.0002778737,0.0001905059,0.0003006175,0.001910118,0.1590678,0.000229001,0.000354196,0.00005701991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997171,0.00003011638,0.00006757458,0.00001790579,0.000004772331,0.000002170269,0.00005298368,0.000004588223,0.0001026887],"genre_scores_gemma":[0.995981,0.0001141697,0.0005400757,0.00009904151,0.00001245607,0.00003168371,0.0003683216,0.00007230003,0.002780864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004931946,"threshold_uncertainty_score":0.01649904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480010372037114,"score_gpt":0.2314065379449775,"score_spread":0.1966064342246063,"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."}}