{"id":"W305671791","doi":"","title":"New Research on Livestock Science and Dairy Farming","year":2008,"lang":"en","type":"book","venue":"","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livestock; Herd; Agricultural science; Productivity; Agriculture; Dairy cattle; Dairy industry; Grazing; Animal husbandry; Business; Biotechnology; Agricultural economics; Geography; Biology; Animal science; Food science; Agronomy; Economics; Forestry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006176,0.001084553,0.001169287,0.002261168,0.0007303436,0.002707071,0.0007948591,0.001566894,0.04354323],"category_scores_gemma":[0.001491265,0.000385747,0.0005292176,0.003329593,0.001766915,0.003855943,0.001309824,0.00332372,0.0182537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691964,"about_ca_system_score_gemma":0.001049799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001800815,"about_ca_topic_score_gemma":0.004380554,"domain_scores_codex":[0.9995316,0.0001078962,0.00004175175,0.0000962976,0.0001982985,0.00002422162],"domain_scores_gemma":[0.9990292,0.0004565612,0.00004837756,0.00009266775,0.0002643434,0.0001089404],"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":[0.00004789183,0.00005692505,0.0003512505,0.001297171,0.00001979387,0.0001181775,0.0002925031,0.0005446165,0.001170396,0.05149569,0.4692147,0.4753909],"study_design_scores_gemma":[0.000003766736,0.00002108574,0.0003319127,0.0003782409,0.000003562491,0.0001384276,0.00006408049,0.00008668443,0.00005251313,0.009562773,0.9893522,0.00000493893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006929322,0.726307,0.005979944,0.01971685,0.04160859,0.00006849739,0.0002302913,0.0001768197,0.2052191],"genre_scores_gemma":[0.007496184,0.4954758,0.007889862,0.0156185,0.03260336,0.0001273416,0.0004278763,0.0001696971,0.4401914],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04354323,"threshold_uncertainty_score":0.1456666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05386989873878709,"score_gpt":0.3241698872948989,"score_spread":0.2702999885561118,"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."}}