{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006407159,0.0002416239,0.0002385092,0.0009791791,0.002301997,0.001081475,0.000953599,0.0003953533,0.002316059],"category_scores_gemma":[0.001276567,0.0004269392,0.0002865146,0.00167433,0.001085193,0.0003779859,0.0006942489,0.0004650031,0.0002366231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02036499,"about_ca_system_score_gemma":0.01135698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9755812,"about_ca_topic_score_gemma":0.9929603,"domain_scores_codex":[0.9991849,0.00007505061,0.00004414935,0.0001745656,0.0002683685,0.0002528674],"domain_scores_gemma":[0.9979518,0.0002023922,0.0005334516,0.00005321647,0.0006946851,0.0005645247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007038873,0.00002729248,0.9949074,0.0000169069,0.0000164172,0.0001728904,0.002122538,0.00001972073,0.0005111779,0.00003061847,0.0003511122,0.001753532],"study_design_scores_gemma":[0.000002413309,0.00002919304,0.9962626,0.00000945341,0.0000052182,0.00005145038,0.00317048,0.00005378811,0.00003513678,0.000006021551,0.0003699926,0.000004269389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997766,0.0001349902,0.00004006995,0.000111131,0.000004033255,0.00001849632,0.000705401,0.000004137321,0.001215769],"genre_scores_gemma":[0.9974554,0.0002102803,0.0001390223,0.00007514517,0.000003314549,0.00001410481,0.000410011,0.000003248456,0.001689502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02441883,"threshold_uncertainty_score":0.1477591,"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."}}