{"id":"W2809583775","doi":"10.1016/j.cvfa.2018.05.001","title":"Managing Heat Stress Episodes in Confined Cattle","year":2018,"lang":"en","type":"review","venue":"Veterinary Clinics of North America Food Animal Practice","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Heat stress; Feedlot; Environmental science; Heat load; Hot weather; Animal science; Manure; Biology; Agronomy; Meteorology; Geography","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":[0.0003884048,0.0005772513,0.001620895,0.00005881597,0.0001224284,0.00005241597,0.000894124,0.000242907,0.0001254576],"category_scores_gemma":[0.0006353958,0.0002873054,0.0004696049,0.0006177218,0.0004121153,0.0003705189,0.0005735913,0.000643386,0.0001310907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007416085,"about_ca_system_score_gemma":0.00002967561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004807253,"about_ca_topic_score_gemma":0.0002814552,"domain_scores_codex":[0.9962311,0.0008408516,0.001157531,0.0008690918,0.0003776307,0.0005237538],"domain_scores_gemma":[0.9940953,0.004290315,0.001123651,0.0002586331,0.00005400136,0.0001781514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002921362,0.0007240475,0.0003624094,0.001741925,0.0001501248,0.00009225008,0.00001945884,0.000005623381,0.00002919085,0.000004147433,0.0000634038,0.9965153],"study_design_scores_gemma":[0.0001534988,0.02048108,0.004888176,0.002473066,0.000294371,0.00007697711,0.0001310244,0.000009376058,0.000001949285,0.000008851203,0.9708763,0.0006053118],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1210025,0.875856,9.666099e-7,0.0002381332,0.0001835643,0.0009746218,0.0007484215,0.00005688988,0.0009388866],"genre_scores_gemma":[0.02438361,0.9741169,0.0005634904,0.0001397837,0.0002790368,0.00007666842,0.000399335,0.00001144871,0.00002968247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.99591,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06628630421585796,"score_gpt":0.3368176581426455,"score_spread":0.2705313539267875,"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."}}