{"id":"W1768657684","doi":"10.3168/jds.2015-9617","title":"Invited review: Cessation of lactation: Effects on animal welfare","year":2015,"lang":"en","type":"review","venue":"Journal of Dairy Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of British Columbia","funders":"U.S. Department of Agriculture","keywords":"Milking; Animal welfare; Lactation; Dairy cattle; Milk production; Welfare; Affect (linguistics); Animal science; Animal health; Biology; Veterinary medicine; Biotechnology; Medicine; Pregnancy; Psychology; Political science; Ecology","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":[0.002010231,0.0002119055,0.00111632,0.0000882685,0.0001297385,0.00002448867,0.0009420373,0.0001038256,0.00002044098],"category_scores_gemma":[0.001305576,0.00006924939,0.0002840292,0.001527712,0.0003361828,0.000461154,0.00008934829,0.000358236,0.000009370789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133394,"about_ca_system_score_gemma":0.0001041586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003026467,"about_ca_topic_score_gemma":2.965964e-7,"domain_scores_codex":[0.9975098,0.0003626696,0.0007663416,0.000337799,0.0008343519,0.0001890842],"domain_scores_gemma":[0.9965031,0.0003155552,0.002114512,0.0001273423,0.0008049772,0.0001345021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002565984,0.00008115148,0.00001693536,0.003874202,0.00002551473,0.000006776919,0.00002448786,0.000001084333,0.003682562,0.00005184836,0.00650144,0.9857084],"study_design_scores_gemma":[0.0000815211,0.005771899,0.007666262,0.02179197,0.000223207,0.0001184347,0.00002335571,6.597023e-7,0.0001051365,0.0001420298,0.9638603,0.0002152417],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01509243,0.9816532,2.251959e-7,0.002229616,0.0004803246,0.0004090474,0.00001486421,0.000006876688,0.0001134247],"genre_scores_gemma":[0.002946058,0.9960752,0.0001079301,0.0002169161,0.0006204252,0.000006920683,0.0000134991,0.000001302746,0.00001178875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854931,"threshold_uncertainty_score":0.2823908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05633673034970671,"score_gpt":0.3323256270669639,"score_spread":0.2759888967172572,"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."}}