{"id":"W3164725248","doi":"10.3390/ani11051466","title":"Recommendations for Ensuring Good Welfare of Horses Used for Industrial Blood, Serum, or Urine Production","year":2021,"lang":"en","type":"article","venue":"Animals","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Welfare; Urine; Production (economics); Business; Horse; Animal welfare; Veterinary medicine; Medicine; Biology; Economics; Internal medicine; Market economy; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006618792,0.0001492246,0.000322693,0.0001059509,0.0001826914,0.00002741681,0.0001660252,0.0001313325,0.001245806],"category_scores_gemma":[0.004397129,0.0001344207,0.0001373887,0.0003052088,0.00004981628,0.0001496786,0.0001699891,0.0001681916,0.000007799385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003847667,"about_ca_system_score_gemma":0.0001853892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002565364,"about_ca_topic_score_gemma":0.0000257991,"domain_scores_codex":[0.9983361,0.0001310066,0.0004665956,0.000418648,0.000267248,0.0003803671],"domain_scores_gemma":[0.998574,0.0004665257,0.0001356842,0.0003424389,0.0003723766,0.0001090238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006493995,0.001459046,0.002499622,0.001318343,0.0005787055,0.0002323241,0.0005756387,0.000005380892,0.9316867,0.002742289,0.013855,0.03855295],"study_design_scores_gemma":[0.007123043,0.01807342,0.003262495,0.0004556999,0.0002615328,0.0007412296,0.00146171,0.0001324208,0.3714703,0.0003934396,0.5961018,0.0005228923],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823564,0.00008104137,0.0001813112,0.01508342,0.0004806356,0.001151158,0.0004395238,0.00006617704,0.000160288],"genre_scores_gemma":[0.9903151,0.00003220327,0.006119702,0.00002688255,0.0008376601,0.0004099403,0.0001329188,0.00004493199,0.002080645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5822468,"threshold_uncertainty_score":0.9996672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3254826894066168,"score_gpt":0.4329853569538675,"score_spread":0.1075026675472506,"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."}}