{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03988436,0.001983448,0.00120692,0.004180433,0.002749774,0.003928301,0.007903242,0.01285741,0.01255373],"category_scores_gemma":[0.0498337,0.001114284,0.002654174,0.002155192,0.003566976,0.003003966,0.003211431,0.007791765,0.01049943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00311,"about_ca_system_score_gemma":0.02669583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0319001,"about_ca_topic_score_gemma":0.06855812,"domain_scores_codex":[0.9681907,0.01280913,0.004046689,0.001078437,0.01146513,0.002410014],"domain_scores_gemma":[0.918969,0.01391107,0.006541371,0.003515698,0.05188627,0.005176594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002249581,0.001032182,0.004044837,0.004178774,0.00009154242,0.0009774672,0.001995459,0.001211019,0.00912175,0.008274449,0.75181,0.2170376],"study_design_scores_gemma":[0.0001168762,0.0006591211,0.01215517,0.01364358,0.0001940795,0.0007315899,0.003059519,0.0004855408,0.002926628,0.005105804,0.9607581,0.0001639772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02329426,0.04555932,0.09656805,0.4078822,0.02346147,0.0188204,0.01155856,0.00541038,0.3674454],"genre_scores_gemma":[0.04255844,0.0714701,0.5095503,0.1323314,0.002572514,0.02353401,0.01130147,0.0008386846,0.2058432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03988436,"threshold_uncertainty_score":0.2109312,"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."}}