{"id":"W2123615993","doi":"10.3168/jds.2012-5985","title":"Associations of housing, management, milking activity, and standing and lying behavior of dairy cows milked in automatic systems","year":2012,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Milk; Novalait; Université de Montréal; Ontario Ministry of Agriculture, Food and Rural Affairs; Public Health Agency; Public Health Agency of Canada; Dairy Farmers of Canada; Agriculture and Agri-Food Canada; Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Milking; Animal science; Herd; Automatic milking; Lactation; Mathematics; Biology; Ice calving; Pregnancy","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":[0.0003760429,0.0001406337,0.000156769,0.0002871633,0.0002192833,0.0002919042,0.0001628854,0.0002156883,0.0008246794],"category_scores_gemma":[0.0009532492,0.0001975737,0.0001989593,0.0003082801,0.00014416,0.0002435991,0.0002148689,0.0002410787,0.0001023426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173245,"about_ca_system_score_gemma":0.0001597225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003933587,"about_ca_topic_score_gemma":0.009154372,"domain_scores_codex":[0.9997529,0.00008143108,0.00002695072,0.00004850161,0.00004362817,0.00004660495],"domain_scores_gemma":[0.9991185,0.0001913519,0.0004495662,0.00004134583,0.00007963516,0.0001195211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002170807,0.00003817265,0.9992366,0.000001985451,0.00001412989,0.00001246373,0.00003197445,0.00001051768,0.0002088562,0.000002325404,0.00001184026,0.0004096289],"study_design_scores_gemma":[5.740947e-7,0.00008214043,0.9996725,8.191029e-7,0.000003310468,0.00003606964,0.0000896092,0.00007218589,0.00002120932,0.000002056522,0.00001877136,6.516665e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998744,0.00002466664,0.00002537631,0.000003858015,6.28017e-7,0.000001150235,0.00003154782,4.906334e-7,0.00003788375],"genre_scores_gemma":[0.9997233,0.00002420246,0.00006989516,0.000007232038,0.000002100635,0.000002650047,0.00009579353,3.787893e-7,0.00007446918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003933587,"threshold_uncertainty_score":0.007821381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09507553736863918,"score_gpt":0.3672626841417719,"score_spread":0.2721871467731327,"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."}}