{"id":"W2143858980","doi":"10.3168/jds.2009-2726","title":"Diagnosing intramammary infections: Evaluating expert opinions on the definition of intramammary infection using conjoint analysis","year":2010,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Agriculture and Agri-Food Canada; Novalait; Public Health Agency; Public Health Agency of Canada; Dairy Farmers of Canada","keywords":"Mastitis; Udder; Herd; Somatic cell count; Conjoint analysis; Quarter (Canadian coin); Biology; Medicine; Veterinary medicine; Statistics; Microbiology; Lactation; Mathematics; Geography; Genetics; Pregnancy; Ice calving","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":[0.07381532,0.0007127982,0.001173116,0.004646576,0.0009452362,0.002371438,0.001122702,0.0009681175,0.0009768249],"category_scores_gemma":[0.09870287,0.0002747277,0.001475673,0.002240685,0.001279273,0.001347532,0.0029537,0.001217302,0.0002507097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493853,"about_ca_system_score_gemma":0.001234385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349938,"about_ca_topic_score_gemma":0.002372751,"domain_scores_codex":[0.9392255,0.04479548,0.004839539,0.001540389,0.008265932,0.001333183],"domain_scores_gemma":[0.8910719,0.07918633,0.009651609,0.002892815,0.01546522,0.001732113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00784943,0.001684702,0.5505965,0.002581447,0.001831058,0.0006426068,0.06535773,0.009103877,0.01037489,0.00239883,0.001831454,0.3457476],"study_design_scores_gemma":[0.0004484168,0.008601571,0.7766536,0.001567309,0.001050827,0.002395278,0.1022199,0.07550534,0.01275197,0.0107185,0.007283033,0.0008043374],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755317,0.000829528,0.01981161,0.0002196795,0.00004454959,0.00100443,0.0001433171,0.00002626113,0.002388904],"genre_scores_gemma":[0.9765677,0.0002757743,0.02214767,0.0001097825,0.00002211472,0.0005729239,0.0001110785,0.000005541793,0.0001874318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07381532,"threshold_uncertainty_score":0.3903773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09170702944825729,"score_gpt":0.3329407158073501,"score_spread":0.2412336863590928,"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."}}