{"id":"W3110465001","doi":"10.3168/jds.2020-18946","title":"Comparing responses of dairy cows to short-term and long-term heat stress in climate-controlled chambers","year":2020,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China","keywords":"Term (time); Heat stress; Environmental science; Animal science; Dairy cattle; Biology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007657532,0.0001431303,0.0004629752,0.00004785018,0.0001564705,0.00009645893,0.0005476597,0.00004140317,0.0000305385],"category_scores_gemma":[0.0002330879,0.00006208986,0.00008369415,0.000442551,0.0004222568,0.0005056364,0.0002666783,0.0001789364,0.000002470273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004821034,"about_ca_system_score_gemma":0.00001963616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002754181,"about_ca_topic_score_gemma":0.0001900418,"domain_scores_codex":[0.9982604,0.000105702,0.0005084576,0.0002674171,0.0005373117,0.0003207382],"domain_scores_gemma":[0.9990335,0.000326346,0.0001846373,0.00005790254,0.00003878097,0.0003588546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006794118,0.0000632646,0.6280204,0.00001146986,0.000004318651,0.00002883715,0.0002315189,0.0001897886,0.3695703,0.000002981038,0.000007748728,0.001190011],"study_design_scores_gemma":[0.0007491294,0.001219015,0.9851326,0.0001881946,0.00001055221,0.00002608932,0.0002536352,0.0001960878,0.0120975,0.000003046972,0.000007634706,0.0001165142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981329,0.0002674577,0.000002369503,0.001141267,0.00008499756,0.0002684435,0.00001599532,0.000006710464,0.00007987134],"genre_scores_gemma":[0.9995009,0.00006717718,0.0001783759,0.0001735439,0.00006993017,0.00000254765,0.000001016061,0.000001070942,0.000005432857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3574727,"threshold_uncertainty_score":0.2531951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945854224556167,"score_gpt":0.2653320819753019,"score_spread":0.2358735397297403,"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."}}