{"id":"W4391451004","doi":"10.3168/jdsc.2023-0493","title":"Observational study evaluating the association of hoof trimming with dairy cattle behavior and milk yield in Canada and the United Kingdom","year":2024,"lang":"en","type":"article","venue":"JDS Communications","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Minnesota","keywords":"Kingdom; Observational study; Trimming; Yield (engineering); Hoof; Dairy cattle; Association (psychology); Animal science; Biology; Engineering; Mathematics; Psychology; Ecology; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007581186,0.00007695548,0.0001303404,0.00004705032,0.0003619739,0.00003630749,0.000224502,0.00002074408,0.000005773563],"category_scores_gemma":[0.0002015538,0.00004563031,0.00001631007,0.000329004,0.0001123267,0.0000653337,0.000246326,0.0002377004,2.834181e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538723,"about_ca_system_score_gemma":0.0002051798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7158998,"about_ca_topic_score_gemma":0.7345127,"domain_scores_codex":[0.9990625,0.0002918763,0.0002355483,0.0001032132,0.0002188916,0.00008800771],"domain_scores_gemma":[0.9973794,0.002015952,0.00008925503,0.0003947417,0.0001080416,0.00001259367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006385544,0.00006323955,0.9912397,0.00000958853,0.00005963987,0.000001784183,0.005335266,0.000009595365,0.000264815,0.001784613,0.00008207788,0.001085772],"study_design_scores_gemma":[0.0004488226,0.0001544257,0.9900815,0.0000498046,0.0001824246,0.000005084366,0.007686794,0.001143418,0.000002437938,0.00002779832,0.0001600469,0.00005738603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951761,0.0006871444,0.000005438416,0.003420534,0.0000280487,0.0004730709,0.00003080194,0.00001263501,0.0001662447],"genre_scores_gemma":[0.99939,0.00006955045,0.0001504187,0.00005537198,0.000008518491,0.0002503723,0.0000214048,0.000008714641,0.00004564878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01861284,"threshold_uncertainty_score":0.285992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3268327024706118,"score_gpt":0.4193154242558726,"score_spread":0.09248272178526079,"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."}}