{"id":"W4392091372","doi":"10.1016/j.anopes.2023.100058","title":"Estimating standardized ileal digestible valine requirements for broiler chickens based on two different meta-analytical selection procedures","year":2024,"lang":"en","type":"article","venue":"Animal - Open Space","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Broiler; Selection (genetic algorithm); Valine; Meta-analysis; Animal science; Statistics; Mathematics; Biotechnology; Biology; Computer science; Medicine; Internal medicine; Genetics; Artificial intelligence; Amino acid","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04241987,0.004392094,0.009198399,0.009556226,0.0006079212,0.003149757,0.003528584,0.002009694,0.002752058],"category_scores_gemma":[0.04398996,0.001784127,0.06414536,0.005966934,0.0005836464,0.001344722,0.001836887,0.0018528,0.0004236087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343713,"about_ca_system_score_gemma":0.00292719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004878245,"about_ca_topic_score_gemma":0.004275648,"domain_scores_codex":[0.9794575,0.01372031,0.002466472,0.002609083,0.001406513,0.0003401239],"domain_scores_gemma":[0.9640974,0.03028812,0.00172231,0.002292636,0.001276734,0.0003227371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003808045,0.00006985365,0.01378543,0.02032806,0.9370981,0.0002034747,0.0001016032,0.009004595,0.002202943,0.0004490344,0.0004492955,0.01249963],"study_design_scores_gemma":[0.001076258,0.0007057854,0.009362278,0.0009881362,0.9714432,0.0001488665,0.00008057747,0.01173119,0.00118684,0.001113714,0.002087942,0.0000752434],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2436786,0.4779238,0.2519641,0.002570917,0.001089025,0.004037161,0.014251,0.002044114,0.002441156],"genre_scores_gemma":[0.8309798,0.0418293,0.1093016,0.001135349,0.0002722371,0.0051535,0.009284961,0.0004063906,0.001636936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04241987,"threshold_uncertainty_score":0.2243404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210366746452956,"score_gpt":0.374232521330368,"score_spread":0.2531958466850723,"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."}}