{"id":"W3093982279","doi":"","title":"Incidence of bovine subclinical mastitis in organized and unorganized farms based on somatic cell count","year":2018,"lang":"en","type":"article","venue":"International Journal of Chemical Studies","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastitis; Incidence (geometry); Herd; Somatic cell count; Veterinary medicine; Quarter (Canadian coin); Subclinical infection; Animal science; California mastitis test; Medicine; Biology; Lactation; Geography; Ice calving; Internal medicine; Pregnancy; Mathematics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004390107,0.00009524763,0.0003007073,0.00002512729,0.00002410453,0.00001635064,0.0003048624,0.00005518794,0.0002677242],"category_scores_gemma":[0.001200129,0.00004069836,0.0000602999,0.0001290231,0.0002417248,0.00007198253,0.0001150826,0.0001399657,0.000005221878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005291524,"about_ca_system_score_gemma":0.00001833139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003425467,"about_ca_topic_score_gemma":0.0001048578,"domain_scores_codex":[0.9987065,0.0000580071,0.0005747451,0.0001218948,0.000434576,0.0001043363],"domain_scores_gemma":[0.9980917,0.0009572578,0.0003074978,0.00002902342,0.0005630316,0.00005150801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00160274,0.0007002319,0.05108446,0.00005058602,0.000133297,0.00008338086,0.0007173558,0.000005384209,0.9337763,0.0003008542,0.00203704,0.009508376],"study_design_scores_gemma":[0.007122573,0.003424925,0.1219693,0.001709443,0.00009474783,0.0001354695,0.001907489,0.0006073883,0.8439791,0.01301191,0.005413756,0.0006239552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958959,0.0002504082,0.00001593515,0.003328628,0.0002801015,0.00004581184,0.00001524259,0.000005168807,0.0001628079],"genre_scores_gemma":[0.9985151,0.0001956589,0.0004244845,0.0004932574,0.0003443663,0.000001040024,0.000002847588,9.030904e-7,0.00002239091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08979724,"threshold_uncertainty_score":0.2931392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891572738328338,"score_gpt":0.2976296034207876,"score_spread":0.2687138760375042,"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."}}