{"id":"W4402177194","doi":"10.3168/jdsc.2024-0585","title":"Stocking density at feeders and drinkers and temporal feed restriction affects dairy cows' drinking behavior","year":2024,"lang":"en","type":"article","venue":"JDS Communications","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stocking; Agonistic behaviour; Animal science; Competition (biology); Latin square; Biology; Ecology; Psychology; Aggression; Food science; Social psychology","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":[0.0001838153,0.0002177864,0.000343999,0.0003477527,0.0002472871,0.0003331749,0.0002312832,0.0002651216,0.0008867245],"category_scores_gemma":[0.0005727382,0.0001977933,0.0002382508,0.0001445223,0.0003901519,0.0002196319,0.0003585007,0.0004302727,0.0000814403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937989,"about_ca_system_score_gemma":0.0002666136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004779119,"about_ca_topic_score_gemma":0.01101001,"domain_scores_codex":[0.9996647,0.00007413488,0.00002460375,0.00009209217,0.00005712617,0.00008748005],"domain_scores_gemma":[0.9992046,0.0001364131,0.000274958,0.0000528416,0.00005296066,0.000278322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006335084,0.001448171,0.2189031,0.0001057207,0.0001908916,0.0001668479,0.001097475,0.0003167665,0.7576004,0.00005711037,0.0001533847,0.01362498],"study_design_scores_gemma":[0.00002459302,0.002415582,0.9844369,0.00000547211,0.00007143273,0.0000545676,0.0003357833,0.0004912448,0.01181743,0.00002747995,0.0003090891,0.00001049343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998208,0.0000377681,0.00003509041,0.000006767521,0.00000100457,0.000002257783,0.00001844976,0.000001434711,0.00007648029],"genre_scores_gemma":[0.9991915,0.00004736403,0.0002316848,0.00002678818,0.000004189432,0.00001551111,0.00008224847,0.000001864001,0.000398855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004779119,"threshold_uncertainty_score":0.009502649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0829916577236347,"score_gpt":0.3562769358817504,"score_spread":0.2732852781581157,"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."}}