{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003010963,0.0002280093,0.0004373155,0.00002086683,0.0003021295,0.0003369631,0.0002472962,0.00007635097,0.001331876],"category_scores_gemma":[0.000140759,0.0000861977,0.0002684347,0.0002609584,0.00004828663,0.000170357,0.00008258934,0.0001546879,0.00003630399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005447415,"about_ca_system_score_gemma":0.00003227568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001981822,"about_ca_topic_score_gemma":0.0003684882,"domain_scores_codex":[0.9985363,0.0001041991,0.0002530049,0.0005292731,0.0002464938,0.0003307078],"domain_scores_gemma":[0.9992958,0.0003715966,0.00006853979,0.00005041584,0.00009557451,0.0001180495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006515087,0.001191938,0.002003308,0.0002728057,0.001301971,0.00001730065,0.0001008378,0.0007123175,0.8817343,0.03481818,0.06703554,0.004296484],"study_design_scores_gemma":[0.00494348,0.02442162,0.07580914,0.0006024796,0.003906678,0.00003426448,0.0002586642,0.7293148,0.02368446,0.01220408,0.1226461,0.002174212],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810714,0.0001186034,0.0007581014,0.01358387,0.0001788337,0.00144014,0.0003652355,0.0002067135,0.002277176],"genre_scores_gemma":[0.9955658,0.000003833506,0.002079628,0.0007275661,0.000390369,0.0001578592,0.0001677283,0.000004308816,0.0009028956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8580498,"threshold_uncertainty_score":0.999581,"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."}}