{"id":"W3118920683","doi":"10.1371/journal.pone.0244854","title":"Effects of conditioning, source, and rest on indicators of stress in beef cattle transported by road","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"Beef Cattle Research Council; Generalitat de Catalunya; Agriculture and Agri-Food Canada; Centres de Recerca de Catalunya","keywords":"NEFA; Animal science; Beef cattle; Haptoglobin; Rest (music); Biology; Internal medicine; Endocrinology; Medicine; Insulin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003251028,0.0003401969,0.0004309749,0.0002056059,0.0003523785,0.0005169375,0.000178454,0.0002583311,0.001096296],"category_scores_gemma":[0.0006738279,0.0001589105,0.0003204516,0.0001676961,0.0004858952,0.0002306591,0.0003085228,0.0005953151,0.0001004985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004938514,"about_ca_system_score_gemma":0.0002925893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005387303,"about_ca_topic_score_gemma":0.0139754,"domain_scores_codex":[0.9996983,0.00008902138,0.0000186269,0.00006168954,0.00004575895,0.00008671689],"domain_scores_gemma":[0.999118,0.0001662547,0.0002429435,0.00003869435,0.0001066794,0.0003272855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05482192,0.005776822,0.2029888,0.0003473778,0.0005072242,0.0003558811,0.001971143,0.0006191531,0.7063201,0.0000799867,0.0002051708,0.02600639],"study_design_scores_gemma":[0.00005162901,0.01514821,0.9680136,0.00002091357,0.000134805,0.00005769186,0.000914646,0.0004005409,0.01499392,0.00004067639,0.0001993883,0.00002384349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998179,0.00006007823,0.00003177761,0.00000534986,0.000002806629,0.000003116706,0.00002231237,0.000001186437,0.00005542764],"genre_scores_gemma":[0.9990293,0.000125588,0.0001957792,0.00002965808,0.000008450214,0.00002218298,0.0001502341,0.000003518773,0.0004353973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005387303,"threshold_uncertainty_score":0.01071191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649116648865348,"score_gpt":0.2657656229262408,"score_spread":0.2392744564375874,"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."}}