{"id":"W2092625464","doi":"10.3184/175815508x363251","title":"Feather Pecking Behaviour and associated Welfare issues in Laying Hens","year":2008,"lang":"en","type":"article","venue":"Avian Biology Research","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Feather pecking; Foraging; Pecking order; Biology; Feather; Flock; Welfare; Animal welfare; Zoology; Ecology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004146484,0.00008254804,0.0001659882,0.00003610206,0.0004393609,0.00001305156,0.0001501782,0.0001937928,0.0004627132],"category_scores_gemma":[0.00009515859,0.00003541845,0.00003187231,0.0002940584,0.0003199246,0.00004263692,0.0001103173,0.0003335421,0.00004020929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002263041,"about_ca_system_score_gemma":0.000004728185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400519,"about_ca_topic_score_gemma":0.0005761547,"domain_scores_codex":[0.9986398,0.0004411905,0.0001270343,0.0002787074,0.00009078853,0.0004224806],"domain_scores_gemma":[0.9995963,0.0001975077,0.00002375381,0.00003568351,0.00007486857,0.00007188594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002242821,0.00008358189,0.9250243,0.000001214208,0.00000380739,0.00002229351,0.0001328698,2.363918e-8,0.07208782,0.0006695734,0.0003243902,0.001627675],"study_design_scores_gemma":[0.00015301,0.0003604668,0.9914339,0.00001015405,7.549746e-7,0.0000140031,0.0009266759,0.000003146825,0.00006458324,0.0008246699,0.006123754,0.00008492388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991371,0.0004893092,4.606003e-8,0.007097743,0.00002176223,0.0001186724,0.00002188913,0.00002980714,0.0008497188],"genre_scores_gemma":[0.9987521,0.0004187703,0.00001296005,0.0001540665,0.00008665529,0.0000154391,0.00006997553,0.000001003534,0.0004890443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07202324,"threshold_uncertainty_score":0.5066385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362859041648956,"score_gpt":0.3643620093345956,"score_spread":0.2280761051697,"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."}}