{"id":"W3016783076","doi":"10.1016/j.psj.2020.03.036","title":"Processing evaluation of random bred broiler populations and a common ancestor at 55 days under chronic heat stress conditions","year":2020,"lang":"en","type":"article","venue":"Poultry Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Arkansas","keywords":"Broiler; Heat stress; Animal science; Yield (engineering); Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002128162,0.00007243027,0.0001254895,0.00001137166,0.0004668419,0.00003346187,0.0001455766,0.00003630897,0.0002778939],"category_scores_gemma":[0.00005935248,0.00003352009,0.00002761888,0.0004717961,0.0003961375,0.0002586522,0.00005397469,0.00005576881,0.00001017704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005012372,"about_ca_system_score_gemma":0.0000412809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001089264,"about_ca_topic_score_gemma":0.000263643,"domain_scores_codex":[0.9990603,0.00007673432,0.0001549329,0.0002474955,0.0003063679,0.0001541626],"domain_scores_gemma":[0.9995639,0.00006453219,0.00006823311,0.00003157565,0.0001631528,0.0001085481],"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":[0.00003868843,0.0000389608,0.03823094,0.00001380463,0.000001568645,1.260652e-7,0.0001165074,0.0004227778,0.9574053,0.0003752631,0.00013195,0.003224101],"study_design_scores_gemma":[0.0005641041,0.0001451821,0.979713,0.00003519864,0.00001909651,0.000003820234,0.0004528874,0.01481268,0.002786399,0.001175116,0.0001849249,0.0001075845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962866,0.000421023,0.00001263833,0.002566905,0.00004034755,0.0001926045,0.00007114249,0.00002437253,0.0003844118],"genre_scores_gemma":[0.9993904,0.00001820845,0.00004011267,0.0003626284,0.00008675583,0.00001311965,0.00007759944,4.845159e-7,0.00001071505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9546189,"threshold_uncertainty_score":0.3590617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243430734384768,"score_gpt":0.3316934267384765,"score_spread":0.2073503532999997,"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."}}