{"id":"W4285202662","doi":"10.1590/0103-8478cr20210505","title":"Farm microbiological milk culture: study case on cow performance, financial and economic aspects","year":2022,"lang":"en","type":"article","venue":"Ciência Rural","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastitis; Microbiological culture; Isolation (microbiology); Quarter (Canadian coin); Animal science; Veterinary medicine; Milk production; Bacteria; Biology; Medicine; Geography; Microbiology","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":[0.000288991,0.0001725241,0.0002114063,0.00001296912,0.001055234,0.00004670221,0.0002223731,0.00006421183,0.001124972],"category_scores_gemma":[0.00002825177,0.00007546941,0.0000677011,0.0001140306,0.00008095495,0.00005555656,0.0002863519,0.0002913745,0.00005143691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008216077,"about_ca_system_score_gemma":0.00001317736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002934129,"about_ca_topic_score_gemma":0.003003124,"domain_scores_codex":[0.9988885,0.0001712751,0.0002125403,0.0003282646,0.0001067306,0.0002926745],"domain_scores_gemma":[0.9996792,0.00007829825,0.00007043112,0.00006997011,0.0000141037,0.00008800334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002843091,0.005175918,0.3233478,0.00007599084,0.0001901935,0.005454361,0.008583792,0.0005190186,0.07932632,0.02851948,0.06217555,0.4837885],"study_design_scores_gemma":[0.002449513,0.01286796,0.6495618,0.00002138207,0.00006067102,0.003578247,0.01400382,0.0002456809,0.0009147046,0.0009445528,0.3140734,0.00127827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965613,0.0001238841,1.52536e-7,0.0002305478,0.000438764,0.0003576737,0.0002020222,0.00006171018,0.002023867],"genre_scores_gemma":[0.9984097,0.0000318892,0.000007942805,0.0005838178,0.0003197137,0.0000607434,0.00006959863,0.000001043755,0.0005155034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4825102,"threshold_uncertainty_score":0.9997882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738434477962727,"score_gpt":0.2201619812826144,"score_spread":0.2027776365029872,"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."}}