{"id":"W2042274265","doi":"10.1080/09712119.2013.867860","title":"Evaluation of broiler chicks responses to protein, methionine and tryptophan using neural network models","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Animal Research","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Tryptophan; Broiler; Methionine; Amino acid; Chemistry; Food science; Biochemistry; Animal science; Biology","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":[0.006114083,0.00008008344,0.000229019,0.00005130671,0.0001717196,0.00003348812,0.0001728813,0.00008185479,0.0001063529],"category_scores_gemma":[0.0002372512,0.0000339027,0.00005370748,0.0003900299,0.0001000804,0.00008727454,0.00008825331,0.0003007522,0.000002095253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002933359,"about_ca_system_score_gemma":0.00003694308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002691879,"about_ca_topic_score_gemma":0.00001476958,"domain_scores_codex":[0.9976879,0.0006424277,0.0003149718,0.0001504729,0.0009482871,0.000255921],"domain_scores_gemma":[0.9982895,0.000406844,0.0001475066,0.00003568514,0.00096984,0.0001505815],"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":[0.002940739,0.00005456787,0.00005971136,0.000007116509,0.00001182118,5.256453e-7,0.00005895909,0.001004816,0.973269,0.002854544,0.0001565729,0.01958158],"study_design_scores_gemma":[0.004304769,0.03205798,0.315397,0.0005443565,0.0001900653,0.0001204842,0.002163738,0.277851,0.08172555,0.2805009,0.004259404,0.0008848589],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980354,0.0001462936,0.00002174576,0.0006703531,0.00001657943,0.0002787315,0.000003044653,0.000003594356,0.0008242861],"genre_scores_gemma":[0.99834,0.00001533827,0.0009911016,0.00008458267,0.0005479097,0.000007094447,0.000001091155,0.000001345833,0.0000115935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8915435,"threshold_uncertainty_score":0.2119031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2343445933569927,"score_gpt":0.394525747525402,"score_spread":0.1601811541684093,"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."}}