{"id":"W2231137889","doi":"","title":"Association Between Standing and Lying Behavior and Udder Health in Free-stall Housed, Lactating Dairy Cows","year":2013,"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":"Agriculture and Agri-Food Canada; Canadian Dairy Commission; Dairy Farmers of Canada","keywords":"Udder; Milking; Animal science; Odds; Somatic cell count; Mastitis; Stall (fluid mechanics); Lactation; Biology; Veterinary medicine; Logistic regression; Medicine; Ice calving; Internal medicine; Engineering; Pregnancy","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":[0.0002766367,0.00008852821,0.0001579178,0.0002182745,0.0001999492,0.0003710945,0.0001529074,0.0002257476,0.0007202557],"category_scores_gemma":[0.0006325617,0.0001012315,0.0001758493,0.0002114008,0.0001449758,0.0001438834,0.0001843734,0.0002294638,0.00008331191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773606,"about_ca_system_score_gemma":0.000226809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005354664,"about_ca_topic_score_gemma":0.01259944,"domain_scores_codex":[0.9998739,0.00002580218,0.000008221847,0.00002583153,0.00003277851,0.00003344657],"domain_scores_gemma":[0.9995424,0.0001198252,0.0001924095,0.00001987917,0.00003965044,0.00008582867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004463372,0.000209609,0.9877868,0.00002314649,0.00005028543,0.00006431992,0.0003390215,0.0000555301,0.005148907,0.00001779207,0.00007622135,0.005781962],"study_design_scores_gemma":[0.000001118297,0.0001486557,0.9995735,0.000002232034,0.000004692469,0.00002032911,0.00007964058,0.00003276739,0.00008974938,0.000003694954,0.00004282791,8.960185e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997846,0.00009045782,0.00001493835,0.000006850417,7.534558e-7,0.000001234539,0.00003848232,4.461162e-7,0.00006222835],"genre_scores_gemma":[0.9991539,0.0001729006,0.0001054618,0.00001617245,0.000002827704,0.000005628888,0.0001557457,6.805291e-7,0.0003867848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005354664,"threshold_uncertainty_score":0.010647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238022413543958,"score_gpt":0.2462841899120591,"score_spread":0.2139039657766195,"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."}}