{"id":"W2077748375","doi":"10.3168/jds.2008-1812","title":"Risk factors for bacteriological quality of bulk tank milk in Prince Edward Island dairy herds. Part 1: Overall risk factors","year":2009,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Atlantic Veterinary College","keywords":"Bulk tank; Milking; Herd; Udder; Pasteurization; Hygiene; Animal science; Veterinary medicine; Water quality; Coliform bacteria; Environmental science; Logistic regression; Mastitis; Medicine; Food science; Biology; Bacteria; Ecology; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004050249,0.0002542814,0.0006551783,0.00007324781,0.0003525328,0.00008911695,0.001113243,0.0001716018,0.0001681503],"category_scores_gemma":[0.003232907,0.0001003747,0.0003356937,0.0005875069,0.0005406307,0.000734569,0.0001146892,0.0004770089,0.000001826224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009581415,"about_ca_system_score_gemma":0.0001007693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002669472,"about_ca_topic_score_gemma":0.000491409,"domain_scores_codex":[0.9965888,0.0003929226,0.001240269,0.0004376656,0.0007901555,0.0005502109],"domain_scores_gemma":[0.9966317,0.001245963,0.001418638,0.0001548857,0.0002754951,0.0002732796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006126669,0.0007296971,0.8910788,0.0000271175,0.0000286643,0.00001021104,0.001568954,0.0004384429,0.08349783,0.0005610728,0.001262521,0.02018403],"study_design_scores_gemma":[0.0004891391,0.001499747,0.9824316,0.00006671904,0.00001564708,0.000007369218,0.0005634057,0.00004563354,0.003656695,0.00487526,0.006102641,0.0002461315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978981,0.0001401597,0.000135426,0.0003488886,0.0005896525,0.0002417331,0.0003768418,0.00001608941,0.0002531064],"genre_scores_gemma":[0.9984884,0.0004184725,0.0006091231,0.0001071883,0.0002444854,0.000001614378,0.0000111568,0.000001079423,0.0001184511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09135282,"threshold_uncertainty_score":0.409316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437054570095067,"score_gpt":0.2914474244380068,"score_spread":0.2477419674285001,"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."}}