{"id":"W2791537086","doi":"10.12968/live.2018.23.2.93","title":"Dairy Sheep and Goat Conference 2018","year":2018,"lang":"en","type":"article","venue":"Livestock","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":"Animal science; Geography; Library science; Political science; Biology; Computer science","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":[0.002552501,0.000478544,0.0003841674,0.000939639,0.0009170513,0.002207106,0.0006849444,0.001361866,0.08051769],"category_scores_gemma":[0.001115802,0.0001778002,0.0004059465,0.000390337,0.000464065,0.0003937963,0.001554922,0.001262377,0.02039238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580841,"about_ca_system_score_gemma":0.003175868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00779071,"about_ca_topic_score_gemma":0.02001112,"domain_scores_codex":[0.9991817,0.0001083375,0.00003198687,0.0001098025,0.0004139287,0.0001542181],"domain_scores_gemma":[0.9987627,0.00006160942,0.0000588464,0.00003327906,0.0004553831,0.0006281639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005285279,0.0001743292,0.00375899,0.000361892,0.00003070624,0.0006320706,0.0002836113,0.0001093692,0.004573509,0.002188591,0.8890386,0.09831993],"study_design_scores_gemma":[0.00001351874,0.00005049197,0.003428481,0.00005710327,0.000004051571,0.000125409,0.0001581776,0.00002829516,0.0002657085,0.0001110877,0.9957535,0.000004134078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05495995,0.07955327,0.002749668,0.08255399,0.1163477,0.0005445821,0.007638725,0.0009187145,0.6547334],"genre_scores_gemma":[0.03646257,0.01431389,0.001955977,0.004272436,0.009683666,0.0001753331,0.005789193,0.0001430555,0.9272038],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08051769,"threshold_uncertainty_score":0.2693585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031892196834207,"score_gpt":0.2395207299010242,"score_spread":0.1992018079326821,"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."}}