{"id":"W2084087685","doi":"10.1016/s0167-5877(99)00092-6","title":"Society for veterinary epidemiology and preventive medicine conference proceedings, 1999","year":2000,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Context (archaeology); Medicine; Quarter (Canadian coin); Coagulase; Receiver operating characteristic; Staphylococcus; Herd; Staphylococcus aureus; Internal medicine; Biology; Bacteria; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001939505,0.0003202719,0.0006862358,0.00001841445,0.0003307654,0.000008471447,0.0003175435,0.0001732831,0.005060479],"category_scores_gemma":[0.0004925727,0.0001370137,0.0001700317,0.0002066028,0.0009130531,0.000213078,0.0001418094,0.0002074639,0.00001349168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003063254,"about_ca_system_score_gemma":0.000009324136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001861345,"about_ca_topic_score_gemma":0.00001562061,"domain_scores_codex":[0.9977629,0.0002447203,0.0006030608,0.0006922809,0.0001830085,0.0005140857],"domain_scores_gemma":[0.998113,0.001232204,0.0002117268,0.00008224972,0.0001385244,0.0002222531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001710978,0.0003276113,0.002461124,0.0006465701,0.0003174584,0.00003014977,0.005252516,6.705184e-7,0.2102462,0.006128633,0.05740369,0.7154744],"study_design_scores_gemma":[0.002450425,0.02627541,0.0810383,0.00149599,0.0002184502,0.0005713307,0.003231968,0.0004456834,0.0001754462,0.03281309,0.850561,0.0007229169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827768,0.003200217,0.0001413872,0.009295611,0.0002554155,0.0009642103,0.00009037914,0.0001009331,0.003175103],"genre_scores_gemma":[0.9863839,0.003088049,0.001065957,0.001519321,0.001133282,0.0002691064,0.0002083769,0.000004283487,0.006327683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7931573,"threshold_uncertainty_score":0.995849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231849349887206,"score_gpt":0.3420849389887371,"score_spread":0.2189000040000165,"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."}}