{"id":"W3093569885","doi":"","title":"Quarter-wise prevalence of subclinical mastitis in crossbred cows.","year":2015,"lang":"en","type":"article","venue":"Trends in Biosciences/Trends in biosciences","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Crossbreed; Mastitis; Quarter (Canadian coin); Veterinary medicine; Medicine; California mastitis test; Subclinical infection; Animal science; Biology; Internal medicine; Ice calving; Geography; Lactation; Pregnancy; Pathology","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":[0.004195834,0.0004172727,0.0007047727,0.000792589,0.0001612637,0.0001579188,0.002319394,0.000319638,0.001022699],"category_scores_gemma":[0.0007379071,0.0002130344,0.0001787227,0.009823662,0.002652928,0.0009335524,0.0003974175,0.0004359281,0.0000208219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464071,"about_ca_system_score_gemma":0.0001268077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065985,"about_ca_topic_score_gemma":0.0675526,"domain_scores_codex":[0.9940453,0.0005268634,0.001517048,0.001411308,0.001334364,0.001165173],"domain_scores_gemma":[0.9982729,0.0005065217,0.0004254948,0.0003026086,0.0001164673,0.0003760249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000149484,0.001223935,0.8178961,0.00003911458,0.00000307001,0.00007914649,0.002462061,0.0001368294,0.008123537,0.00216897,0.002163037,0.1655548],"study_design_scores_gemma":[0.0009913612,0.0009803339,0.987124,0.0002231292,0.000006622063,0.00001597613,0.003176025,0.001221642,0.001260031,0.002178511,0.002202885,0.0006195156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860748,0.0004829654,0.00000362233,0.002983498,0.001422385,0.0001418684,0.0002052377,0.00006388204,0.008621764],"genre_scores_gemma":[0.9972827,0.0002080614,0.0006765383,0.0001914986,0.0001424623,0.00003591404,0.00002677348,0.000002197723,0.001433879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1692279,"threshold_uncertainty_score":0.9998905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049859973305666,"score_gpt":0.3384031456963012,"score_spread":0.2334171483657346,"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."}}