{"id":"W3183162960","doi":"10.21423/aabppro20143765","title":"Producer concern and prevalence of subclinical intramammary infections between lactations on 10 dairy goat farms in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of British Columbia","funders":"","keywords":"Milking; Herd; Lactation; Somatic cell count; Subclinical infection; Milk production; Animal science; Biology; Dairy cattle; Veterinary medicine; Pregnancy; Medicine; Ice calving; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006435484,0.0001219662,0.0003096005,0.00003295481,0.00008877482,0.00002838221,0.0001291144,0.00006980772,0.0004139113],"category_scores_gemma":[0.002005007,0.00007638135,0.00003749144,0.0003110883,0.0001679396,0.0002863132,0.00004484302,0.0002784956,0.000002429754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692651,"about_ca_system_score_gemma":0.0002669535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5733015,"about_ca_topic_score_gemma":0.784869,"domain_scores_codex":[0.9986289,0.00008588952,0.0004682398,0.0002872349,0.0003479481,0.0001817538],"domain_scores_gemma":[0.9975414,0.001011554,0.0009141753,0.00004081315,0.0004139895,0.00007801552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005054955,0.0001214562,0.9850233,0.00003915199,0.00002386899,1.438117e-7,0.000391964,0.000003484505,0.001932371,0.002564581,0.001225829,0.008623284],"study_design_scores_gemma":[0.0002169135,0.0007476863,0.9886723,0.00007603641,0.00003174681,7.733407e-7,0.0006941454,0.00004985146,0.0004252541,0.0005404616,0.008395412,0.0001494868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887893,0.000003654916,0.0000124429,0.005310993,0.0000516407,0.0001921795,0.00007235342,0.00001919734,0.005548206],"genre_scores_gemma":[0.9987425,0.00004204396,0.0001047741,0.000186494,0.00006675901,0.00002509525,0.00005968937,0.000001400207,0.0007712554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2115675,"threshold_uncertainty_score":0.4532039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371266162178276,"score_gpt":0.2510888305169801,"score_spread":0.2273761688951974,"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."}}