{"id":"W4403117713","doi":"10.3168/jds.2023-24549","title":"Factors associated with Ontario dairy producers' management and care of down dairy cattle","year":2024,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Dairy Farmers of Ontario; Ontario Agri-Food Innovation Alliance; University of Guelph","keywords":"Dairy cattle; Business; Dairy industry; Agricultural science; Animal science; Environmental science; Food science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005402209,0.0001542589,0.0001315754,0.0004203716,0.001410709,0.0007664377,0.0005475507,0.0002460662,0.002535166],"category_scores_gemma":[0.003278789,0.0001629383,0.0001671578,0.001242194,0.0005650023,0.0002773331,0.0003844888,0.0003341537,0.0001329561],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008715948,"about_ca_system_score_gemma":0.009104026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9063109,"about_ca_topic_score_gemma":0.9593024,"domain_scores_codex":[0.9992207,0.0001253041,0.00005646657,0.00009979177,0.0003090269,0.0001887034],"domain_scores_gemma":[0.9972005,0.000340986,0.001234298,0.0000753916,0.0005673876,0.0005814596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003954836,0.00003085742,0.9924544,0.00003445915,0.00001011511,0.000191838,0.002165636,0.0000672383,0.0003771707,0.00004471111,0.0006236506,0.003960271],"study_design_scores_gemma":[0.000001512286,0.00002000017,0.9961069,0.00001907457,0.000004109695,0.00004955472,0.002534095,0.00006961882,0.00001996201,0.00001011839,0.001161198,0.000003787332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959534,0.0002676504,0.00009536636,0.0004672974,0.0000083835,0.00002154428,0.0003595336,0.000003734071,0.002823094],"genre_scores_gemma":[0.9976827,0.0003731416,0.0002397304,0.0000687267,0.000006590817,0.00001197287,0.0002921031,0.000002449443,0.001322513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9912841,"threshold_uncertainty_score":0.1884816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692126811977236,"score_gpt":0.308590232723971,"score_spread":0.2516689646041986,"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."}}