{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000331211,0.00008204268,0.0002610745,0.00007220267,0.00003042739,0.000002671653,0.00004120253,0.0000546236,0.00005594917],"category_scores_gemma":[0.00003577953,0.00008387455,0.0000264983,0.0001367688,0.00009280971,0.00002668572,0.00002022981,0.00009599759,0.000002036922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009893507,"about_ca_system_score_gemma":0.00001037461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001887219,"about_ca_topic_score_gemma":0.0000346638,"domain_scores_codex":[0.9993708,0.00004119277,0.0001786322,0.0001498822,0.0001572489,0.0001022748],"domain_scores_gemma":[0.9997091,0.00006746942,0.00007237841,0.00008903271,0.00003104458,0.00003100869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001442276,0.002240339,0.5692903,0.0005432561,0.0001265078,0.00006874685,0.001239778,3.482729e-7,0.4259019,0.00004617957,0.00005551663,0.0003429229],"study_design_scores_gemma":[0.0004617411,0.0004133139,0.7156978,0.0003156069,0.00008393524,6.526411e-7,0.0001753279,7.118427e-7,0.2827804,0.000004317653,0.00000769288,0.00005848719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985776,0.0006322236,0.000001718554,0.00004060188,0.000007989403,0.0001250291,0.0001611778,0.00001395515,0.0004396967],"genre_scores_gemma":[0.9996924,0.00008534337,0.00002191123,0.00001245471,0.00000754189,0.00001877882,0.00006231746,0.00001171818,0.00008751532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1464075,"threshold_uncertainty_score":0.3420305,"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."}}