{"id":"W2906414863","doi":"10.3168/jds.2018-15007","title":"Dairy cow preference for access to an outdoor pack in summer and winter","year":2018,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Novus International; Natural Sciences and Engineering Research Council of Canada; Agriculture and Agri-Food Canada; University of British Columbia; Zoetis; Dairy Farmers of Canada","keywords":"Barn; Animal science; Preference test; Habituation; Environmental science; Geography; Biology; Mathematics; Preference","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":[0.0003686434,0.0002245842,0.0004546569,0.0003279643,0.0003452121,0.0006523861,0.0001788495,0.0003210862,0.001212769],"category_scores_gemma":[0.0004115459,0.000166952,0.0002484678,0.0001426126,0.000274489,0.0002375807,0.0002830577,0.0003275147,0.0001323422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003352494,"about_ca_system_score_gemma":0.0001793405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619965,"about_ca_topic_score_gemma":0.01353908,"domain_scores_codex":[0.9997757,0.0000477955,0.00001334442,0.00006336025,0.00004065778,0.00005911228],"domain_scores_gemma":[0.9994831,0.00007390657,0.0002096686,0.00002444764,0.00004492962,0.0001638885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005879366,0.0007454162,0.6864459,0.0001780218,0.0002652995,0.0003233386,0.002113448,0.0001720605,0.2891037,0.00005594577,0.0005230615,0.01419445],"study_design_scores_gemma":[0.000007083752,0.0007717427,0.997054,0.000005995018,0.00001914904,0.00005334768,0.0003303126,0.0000642157,0.001470401,0.00001340623,0.0002055345,0.000004886561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996986,0.00006977329,0.00003260007,0.000009814228,0.000002630578,0.000001570742,0.00003141871,0.000002352813,0.0001512384],"genre_scores_gemma":[0.9990649,0.00007716817,0.0001551427,0.00006783452,0.000007876612,0.000008457595,0.0001918651,0.000003579921,0.0004231984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003619965,"threshold_uncertainty_score":0.007197797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06100805857975668,"score_gpt":0.3059584193228365,"score_spread":0.2449503607430798,"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."}}