{"id":"W7063754025","doi":"","title":"Alternative somatic cell count traits exploitable in genetic selection for mastitis resistance in Italian Holstein and Jersey cows","year":2018,"lang":"en","type":"article","venue":"Research Padua  Archive (University of Padua)","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastitis; Somatic cell count; Herd; Lactation; Selection (genetic algorithm); Incidence (geometry); Holstein Cattle","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":[0.001111786,0.0003787415,0.0003341766,0.001723863,0.0002879163,0.0007280501,0.0004044753,0.0003238487,0.0006190384],"category_scores_gemma":[0.001067042,0.0001624666,0.0005539683,0.001660099,0.0004022311,0.0001883553,0.0004122902,0.0003433223,0.000103493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005536616,"about_ca_system_score_gemma":0.0002450207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005548754,"about_ca_topic_score_gemma":0.01806824,"domain_scores_codex":[0.9993848,0.0001623523,0.00003371985,0.0001852902,0.0001238049,0.0001100561],"domain_scores_gemma":[0.9991692,0.0002275019,0.000397355,0.00008359412,0.00005299608,0.00006929469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005091823,0.00006759609,0.9789322,0.00001904295,0.0002447595,0.0001545939,0.0002785927,0.0002949777,0.01332503,0.00004616771,0.00009896923,0.006028909],"study_design_scores_gemma":[0.000002787009,0.00004667191,0.9994425,0.000002268962,0.00003289581,0.00004956661,0.00003241028,0.000213205,0.00009287387,0.000008870182,0.00007294337,0.000003041632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995302,0.00006663165,0.0001309803,0.000006206966,9.817344e-7,0.000003058695,0.0001292061,0.000003217338,0.00012955],"genre_scores_gemma":[0.9983355,0.00005878971,0.0006305685,0.0000209688,0.000006042135,0.00001060162,0.0008106306,0.000005680057,0.000121167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005548754,"threshold_uncertainty_score":0.01103288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2584710127690336,"score_gpt":0.3930579087310398,"score_spread":0.1345868959620062,"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."}}