{"id":"W4321509916","doi":"10.21423/aabppro20173284","title":"Myth","year":2017,"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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Udder; Somatic cell count; Medicine; Dairy cattle; Environmental health; Animal science; Mastitis; Biology; Pathology; Lactation; Pregnancy; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004939043,0.0001047727,0.000224077,0.00001436417,0.0004373333,0.0002090595,0.0003610855,0.00005717278,0.0005035615],"category_scores_gemma":[0.001688337,0.00005534747,0.00007147492,0.0001107384,0.0001777928,0.0007460286,0.0000931403,0.0001397649,0.00003893833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000717662,"about_ca_system_score_gemma":0.00002424677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034819,"about_ca_topic_score_gemma":0.0002744737,"domain_scores_codex":[0.9989719,0.0000216122,0.0002428907,0.0002190722,0.0003431646,0.0002013776],"domain_scores_gemma":[0.9975184,0.0001370397,0.001687571,0.00005888696,0.00052502,0.00007308694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002145903,0.0003785043,0.4682456,0.00004272214,0.0001477865,0.000002062327,0.001078227,6.997925e-7,0.1688365,0.07207229,0.05067916,0.2383018],"study_design_scores_gemma":[0.0004205187,0.000811621,0.7774596,0.0000747861,0.00005787278,0.000004665117,0.004560808,0.0002016994,0.00600899,0.004653286,0.2052761,0.0004700788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916752,0.000005230758,0.00002637246,0.03012103,0.0001095977,0.0001259887,0.00005700029,0.00006250066,0.05274027],"genre_scores_gemma":[0.9969747,0.0001254633,0.0003870713,0.0004746375,0.0001516931,0.00001658624,0.00002659047,9.434903e-7,0.001842305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3092139,"threshold_uncertainty_score":0.5513645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312187172962936,"score_gpt":0.2659833259424297,"score_spread":0.2428614542128004,"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."}}