{"id":"W4392805685","doi":"10.1079/abwcases.2024.0007","title":"How Important are Best Practices and a Horse’s Characteristics to Protect Welfare During Equine Air Transport?","year":2024,"lang":"en","type":"article","venue":"Animal Behaviour and Welfare Cases","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Horse; Welfare; Animal welfare; Business; Political science; Biology; Law; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003555481,0.0004580327,0.0005076702,0.0002680238,0.0004747404,0.0004106856,0.000213094,0.0001953192,0.0003276812],"category_scores_gemma":[0.0006214356,0.0003904862,0.000114157,0.0003179693,0.0001688363,0.00068436,0.0003051281,0.0006331769,0.00001521099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007135297,"about_ca_system_score_gemma":0.00005320619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000692126,"about_ca_topic_score_gemma":0.000135034,"domain_scores_codex":[0.9971956,0.0001030753,0.000460094,0.0009368308,0.0005791372,0.0007252594],"domain_scores_gemma":[0.9985984,0.00009610018,0.0001849007,0.0003463865,0.0001254098,0.0006488043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005623837,0.0005653378,0.5602497,0.004493863,0.0002151457,0.3266659,0.001638091,7.883431e-8,0.08846492,0.0006541416,0.0002029791,0.01122588],"study_design_scores_gemma":[0.0006004808,0.01523704,0.9329337,0.0009124147,0.0002957293,0.02330879,0.003930342,0.00005411943,0.0005798421,0.000008528024,0.02129716,0.0008417986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713552,0.001787925,0.000009515156,0.02473166,0.0001510269,0.0008764487,0.0007861647,0.0002492619,0.00005281258],"genre_scores_gemma":[0.9983183,0.0002768369,0.0001020991,0.00005822579,0.0003076966,0.0002668746,0.00007281442,0.00009829989,0.0004988148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.372684,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024233336944552,"score_gpt":0.3779321343183524,"score_spread":0.2755088006238972,"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."}}