{"id":"W2515743581","doi":"10.3168/jds.2016-11128","title":"Prevalence of elevated milk β-hydroxybutyrate concentrations in Holstein cows measured by Fourier-transform infrared analysis in Dairy Herd Improvement milk samples and association with milk yield and components","year":2016,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Valacta (Canada)","funders":"","keywords":"Herd; Ice calving; Lactation; Animal science; Dairy cattle; Holstein Cattle; Biology; Veterinary medicine; Medicine; Pregnancy","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":[0.001497395,0.0001375344,0.0003525074,0.0001090438,0.0001174174,0.00003774179,0.0002994108,0.00007049095,0.0000161749],"category_scores_gemma":[0.0004290895,0.00005481995,0.00004790972,0.001073356,0.0004742208,0.0008032591,0.00004410899,0.0001475999,2.34924e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410538,"about_ca_system_score_gemma":0.00006212917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001916684,"about_ca_topic_score_gemma":0.0002437254,"domain_scores_codex":[0.9980807,0.0001139823,0.0005706003,0.0003555896,0.000592189,0.000286965],"domain_scores_gemma":[0.9985131,0.000352117,0.0006235007,0.00008692669,0.0003111837,0.000113176],"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":[0.00008095458,0.00006683953,0.385157,0.000006346029,0.00003291976,9.631304e-7,0.0001656555,0.00002146606,0.6133477,0.000004833855,0.00002029278,0.001095006],"study_design_scores_gemma":[0.0005614561,0.00108915,0.9006481,0.0001274039,0.00005582304,0.00000410916,0.0001994175,0.0001247774,0.09668222,0.0003667867,0.00002567199,0.0001151324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979514,0.0003224835,0.00004763239,0.001266303,0.00004759555,0.000259615,0.00008066001,0.000004385926,0.00001992674],"genre_scores_gemma":[0.9992682,0.0002778925,0.0003060733,0.00003959354,0.00002344013,0.000005959854,0.000002839522,8.651689e-7,0.00007514926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5166655,"threshold_uncertainty_score":0.2235493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227692242813369,"score_gpt":0.2314954093593992,"score_spread":0.2087261850780623,"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."}}