{"id":"W2183988983","doi":"","title":"SOMATIC CELL COUNT AND QUARTER MILK FLOW PARAMETERS FROM UDDER OF DAIRY COWS","year":2007,"lang":"en","type":"article","venue":"","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milking; Udder; Somatic cell count; Animal science; Quarter (Canadian coin); Dairy cattle; Mastitis; Biology; Lactation; Geography; Ice calving","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002176253,0.000183902,0.0002941887,0.0007426172,0.0002037224,0.0002406348,0.0001085426,0.0002101544,0.0006199577],"category_scores_gemma":[0.0007615711,0.0001537813,0.0001136788,0.0004405378,0.0001570304,0.0001268157,0.0001370154,0.0001846421,0.0001304944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712578,"about_ca_system_score_gemma":0.0001295939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003119336,"about_ca_topic_score_gemma":0.004339927,"domain_scores_codex":[0.9998748,0.00001636078,0.000009133699,0.00003275554,0.0000391243,0.00002780282],"domain_scores_gemma":[0.9997277,0.00005398508,0.0000866757,0.0000179639,0.00005568712,0.00005806176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000930178,0.00007079164,0.9499614,0.00003628876,0.00003809563,0.0002550475,0.0004674856,0.0001348966,0.03636116,0.00001238763,0.000113028,0.01161927],"study_design_scores_gemma":[0.000002725237,0.0001446229,0.9984474,0.000001213884,0.000008361865,0.000141804,0.00005187028,0.00009665816,0.0009775358,0.000005868054,0.0001196361,0.000002397282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995157,0.00007320978,0.0000744797,0.000002345268,7.96934e-7,0.000002740793,0.0002495282,0.000002390826,0.00007889095],"genre_scores_gemma":[0.9981248,0.00009667229,0.0003406222,0.00001209661,0.000004748485,0.000009640736,0.0009706602,0.000002552412,0.0004382268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003119336,"threshold_uncertainty_score":0.0062024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045490976526109,"score_gpt":0.2193807962046629,"score_spread":0.1989258864394018,"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."}}