{"id":"W7047730171","doi":"","title":"Impact of subclinical mastitis on milk yield and economic return of dairy cows","year":2017,"lang":"en","type":"article","venue":"Americanae (AECID Library)","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastitis; Quarter (Canadian coin); Streptococcus dysgalactiae; Gold standard (test); Subclinical infection; Milking; Dairy cattle; Milk production; Raw milk","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":[0.001816971,0.0002191888,0.0003419901,0.0002737358,0.0001769703,0.0005987757,0.000226191,0.0002150146,0.0008665993],"category_scores_gemma":[0.004007266,0.0001137801,0.0002673712,0.0001922741,0.0002628646,0.0002877733,0.0003805539,0.000262918,0.0001435351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003299205,"about_ca_system_score_gemma":0.0002453339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005559092,"about_ca_topic_score_gemma":0.0007037608,"domain_scores_codex":[0.9992195,0.0003824107,0.00004164806,0.00008063406,0.0001761576,0.00009948227],"domain_scores_gemma":[0.9973333,0.001472878,0.0006908374,0.0001155316,0.0001623219,0.0002251339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01212487,0.0007237882,0.8708521,0.0001997667,0.0003384861,0.0006631539,0.0002126049,0.001930837,0.05098138,0.000133468,0.0002358907,0.06160369],"study_design_scores_gemma":[0.00001827093,0.003025792,0.9899275,0.00001106515,0.00007830558,0.0002885286,0.0001038658,0.0009719143,0.005288111,0.00006062949,0.0002200535,0.000005960121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993122,0.0004009008,0.00005387081,0.00002513769,0.000002504603,0.000001513217,0.00003538794,0.000001574305,0.0001670176],"genre_scores_gemma":[0.9995021,0.0001648107,0.00008674528,0.00001417728,0.000006637877,0.000001847215,0.00007181307,0.000001113225,0.0001507629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001816971,"threshold_uncertainty_score":0.009609163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285817423082656,"score_gpt":0.2567322857610113,"score_spread":0.2438741115301848,"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."}}