{"id":"W2904965137","doi":"10.1016/j.prevetmed.2018.12.009","title":"Comparison of physical and behavioral traits between dairy cows with low and high somatic cell count","year":2018,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Canadian Dairy Commission","keywords":"Somatic cell count; Somatic cell; Biology; Animal science; Dairy cattle; Biotechnology; Genetics; Lactation; Ice calving","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009131167,0.0001457651,0.0003429988,0.000009657652,0.00008270659,0.000005769668,0.00009365292,0.00003796095,0.00007207696],"category_scores_gemma":[0.000006251174,0.00005481151,0.00001854243,0.00007115919,0.0006747983,0.00008967987,0.00009117531,0.00007720888,0.000002699399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001020892,"about_ca_system_score_gemma":0.000001427818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001119276,"about_ca_topic_score_gemma":0.00001682967,"domain_scores_codex":[0.999166,0.00009727467,0.0001602171,0.0002337454,0.0001936983,0.0001490245],"domain_scores_gemma":[0.9995059,0.0002164024,0.0001245089,0.00003853892,0.00001608492,0.00009850709],"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":[0.0001544839,0.0004968613,0.2255196,0.0001153067,0.0000238516,0.000007953941,0.001238123,2.566082e-7,0.7472093,0.000009341443,0.0000399842,0.025185],"study_design_scores_gemma":[0.0005121502,0.02502921,0.9599602,0.0002838058,0.00007632706,0.00000713883,0.0004242389,0.00003311496,0.01340801,0.00007321921,0.00007622707,0.0001163559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992417,0.0001670785,0.00000618919,0.0001276742,0.00001835111,0.0003070044,0.00003337442,0.00001382791,0.00008478441],"genre_scores_gemma":[0.9995584,0.000008283367,0.0001447773,0.0000128663,0.0001925822,0.00001199054,0.00002779639,0.000001616823,0.00004166947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7344406,"threshold_uncertainty_score":0.2486322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162039568902673,"score_gpt":0.301101606116288,"score_spread":0.2694812104272613,"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."}}