{"id":"W4323304979","doi":"10.1016/j.animal.2023.100755","title":"Review: Current challenges in poultry nutrition, health, and welfare","year":2023,"lang":"en","type":"review","venue":"animal","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; University of Alberta","funders":"","keywords":"Welfare; Animal husbandry; Biology; Biotechnology; Business; Productivity; Broiler; Animal welfare; Animal science; Economics; Ecology; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129091,0.001063087,0.002436908,0.002517365,0.0005203801,0.002745421,0.001775522,0.002949785,0.02084108],"category_scores_gemma":[0.002967264,0.0003263981,0.001005026,0.00294836,0.0005532765,0.002551199,0.001306471,0.002303876,0.00819974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121262,"about_ca_system_score_gemma":0.002971432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815436,"about_ca_topic_score_gemma":0.002573639,"domain_scores_codex":[0.9992784,0.0001200839,0.0001608048,0.0001239106,0.000246771,0.00006997695],"domain_scores_gemma":[0.9975845,0.0007940108,0.0004060357,0.00006012185,0.0008861845,0.0002692193],"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":[0.0001257628,0.00004534401,0.0002393174,0.04711294,0.0001265142,0.0001871111,0.00009946532,0.0001534981,0.0007072526,0.001428659,0.2935549,0.6562194],"study_design_scores_gemma":[0.00001110273,0.00005004982,0.0007562549,0.009098527,0.0001346763,0.0005252998,0.0001072696,0.00003278265,0.00008399948,0.0007912433,0.988391,0.00001795036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001158047,0.9896733,0.0001693179,0.00365618,0.00410716,0.00001429674,0.0001523366,0.00004504075,0.002066685],"genre_scores_gemma":[0.0006318533,0.9925042,0.0002250164,0.001958922,0.00268677,0.00001673784,0.0002205518,0.000007062929,0.00174893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02084108,"threshold_uncertainty_score":0.06972039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2512612564093201,"score_gpt":0.3859709476230779,"score_spread":0.1347096912137578,"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."}}