{"id":"W7120505249","doi":"","title":"Impacto da mastite subclínica sobre a produção de leite e retorno econômico de vacas leiteiras","year":2017,"lang":"en","type":"dissertation","venue":"Digital Library of Theses and Dissertations  (Universidade de São Paulo)","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastitis; Streptococcus dysgalactiae; Gold standard (test); Quarter (Canadian coin); Dairy cattle; Bulk tank; Milking","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":[0.001778485,0.000160882,0.0002475803,0.000290575,0.0001779242,0.000772203,0.0002842259,0.0002777184,0.001938425],"category_scores_gemma":[0.007522694,0.000141309,0.0003499767,0.0003412015,0.0002690294,0.0002442989,0.0002821938,0.0002811755,0.0001872865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003789362,"about_ca_system_score_gemma":0.000313271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889156,"about_ca_topic_score_gemma":0.002501255,"domain_scores_codex":[0.9987493,0.0005677043,0.00006467119,0.0001626044,0.0003202615,0.000135453],"domain_scores_gemma":[0.9934028,0.003387028,0.002210864,0.0002318399,0.0003665049,0.0004009426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001661162,0.0001100561,0.9738774,0.00006790957,0.0001026983,0.0001653571,0.0002410289,0.000182237,0.005486176,0.00005199999,0.00008138182,0.0179726],"study_design_scores_gemma":[0.000004366128,0.0007248347,0.9975309,0.00001024661,0.00004361036,0.0001868186,0.0001452912,0.0002392114,0.0008066921,0.00001625321,0.0002892102,0.000002644538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992722,0.0003069728,0.00004270466,0.00003834971,0.000002743809,0.000002576366,0.0000581175,0.00000160216,0.0002747612],"genre_scores_gemma":[0.9994094,0.0001756482,0.0001114113,0.00001221902,0.000008278132,0.000002902582,0.00005547473,0.000001237892,0.0002234306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001938425,"threshold_uncertainty_score":0.009405613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918465304427701,"score_gpt":0.2414784039277869,"score_spread":0.2222937508835099,"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."}}