{"id":"W2775444181","doi":"","title":"Interaction of Sorting Behavior with the Health and Production of Early Lactation Dairy Cows","year":2017,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Agriculture, Food and Rural Affairs; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Canadian Dairy Commission","keywords":"Lactation; Production (economics); Milk production; Sorting; Dairy cattle; Animal science; Biotechnology; Food science; Biology; Agricultural science; Mathematics; Pregnancy; Economics; Microeconomics; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003905141,0.0002121664,0.0002729592,0.0003353297,0.0003672251,0.0005903249,0.0001244098,0.0003425571,0.0006805965],"category_scores_gemma":[0.0008434883,0.0001745731,0.0001852169,0.0002107088,0.0002196977,0.0001792403,0.0002349767,0.0003597985,0.0001021854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570302,"about_ca_system_score_gemma":0.0002614262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002830859,"about_ca_topic_score_gemma":0.006006345,"domain_scores_codex":[0.9997382,0.00008851175,0.00001524386,0.00005308363,0.00005007008,0.00005489555],"domain_scores_gemma":[0.9993299,0.0002237092,0.0002205673,0.00003465542,0.00004330939,0.0001478404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004241519,0.001385612,0.8689796,0.00003398691,0.000175767,0.0003274116,0.0007586587,0.0002552536,0.1106562,0.00005408341,0.0000931114,0.0130386],"study_design_scores_gemma":[0.00000682597,0.0009884021,0.9973003,0.000001294022,0.000014297,0.00003648799,0.000103365,0.00018269,0.001287413,0.00001550216,0.00005959616,0.000003838968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998884,0.0000181299,0.00002316953,0.000005683611,4.098718e-7,0.000001549204,0.00001558997,0.000001001723,0.00004615931],"genre_scores_gemma":[0.99945,0.00003087135,0.0001411449,0.00001694746,0.000001506168,0.000005382264,0.00005466181,0.00000123608,0.0002981698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002830859,"threshold_uncertainty_score":0.005628765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307428667733235,"score_gpt":0.2609479537238139,"score_spread":0.2278736670464815,"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."}}