{"id":"W2929570547","doi":"10.3390/ani9040135","title":"An Investigation of Associations Between Management and Feather Damage in Canadian Laying Hens Housed in Furnished Cages","year":2019,"lang":"en","type":"article","venue":"Animals","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Egg Farmers of Canada","keywords":"Feather pecking; Feather; Flock; Animal welfare; Animal-assisted therapy; Laying; Animal science; HUBzero; Welfare; Biology; Pecking order; Veterinary medicine; Pet therapy; Zoology; Ecology; Medicine; Engineering; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006320872,0.000315751,0.0001853791,0.0006705869,0.001165661,0.0004255782,0.0004622626,0.0002642882,0.0007504667],"category_scores_gemma":[0.001237315,0.0002181692,0.0003101016,0.0009873388,0.0005980469,0.0002176724,0.0003335238,0.0003021715,0.00005509715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005039608,"about_ca_system_score_gemma":0.004510548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8532963,"about_ca_topic_score_gemma":0.954815,"domain_scores_codex":[0.9995153,0.0000613859,0.00002485163,0.000117873,0.000152192,0.0001283645],"domain_scores_gemma":[0.9985809,0.0001809121,0.0005618472,0.00006188826,0.0003296475,0.0002847824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005246392,0.00003790189,0.996588,0.00001586492,0.00002776616,0.00006338758,0.0004670557,0.00004668232,0.0008537073,0.00002106562,0.00007040361,0.001755749],"study_design_scores_gemma":[4.161076e-7,0.00003241837,0.999569,0.000002191488,0.000003962331,0.00001251102,0.0002358256,0.00005862996,0.00002288475,0.000002039746,0.00005860033,0.000001450025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995015,0.00006191253,0.00005053337,0.00002123129,0.000001239103,0.000007518325,0.0001287934,0.000001417458,0.0002258593],"genre_scores_gemma":[0.9992641,0.00007815893,0.0002151478,0.0000160409,0.000001332542,0.000005384209,0.0001697013,7.123357e-7,0.000249399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1467037,"threshold_uncertainty_score":0.2951352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389993011876309,"score_gpt":0.2401082328260584,"score_spread":0.2162083027072954,"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."}}