{"id":"W4313626522","doi":"10.1016/j.psj.2022.102463","title":"Effects of partial or complete replacement of soybean meal with commercial black soldier fly larvae (Hermetia illucens) meal on growth performance, cecal short chain fatty acids, and excreta metabolome of broiler chickens","year":2023,"lang":"en","type":"article","venue":"Poultry Science","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada; Western University","funders":"Agriculture and Agri-Food Canada; Ontario Agri-Food Innovation Alliance; University of Toronto","keywords":"Hermetia illucens; Broiler; Soybean meal; Meal; Feed conversion ratio; Animal science; Biology; Bacitracin; Food science; Body weight; Chemistry; Larva; Botany; Biochemistry; Ecology; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009375953,0.0002013789,0.0004103525,0.00006316089,0.0002454224,0.00002421315,0.0003496843,0.00007723062,0.0000625913],"category_scores_gemma":[0.0001662041,0.00008002644,0.00006195847,0.001331973,0.001117428,0.0001889007,0.0001423532,0.0001317675,0.000007244724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001586314,"about_ca_system_score_gemma":0.00004224518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023015,"about_ca_topic_score_gemma":0.00007268818,"domain_scores_codex":[0.9978911,0.0001411401,0.0003494573,0.0004262469,0.0007461012,0.0004459094],"domain_scores_gemma":[0.9990864,0.0002887212,0.0001680015,0.0001086726,0.000196075,0.0001521043],"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":[0.00146355,0.0002508012,0.1956121,0.0002389444,0.0000412682,0.000005823544,0.0009705452,0.00005970279,0.7951113,0.001084011,0.0002160929,0.004945868],"study_design_scores_gemma":[0.0004683762,0.001649467,0.8007071,0.0000879997,0.00003012192,0.000004182757,0.0002390858,0.002595601,0.1939154,0.00001127429,0.0001208836,0.0001705362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986692,0.00001214446,0.00001237882,0.0001391379,0.0001263319,0.000415892,0.00005729896,0.00003621072,0.0005313797],"genre_scores_gemma":[0.9995497,0.00005929826,0.00008486718,0.0001399326,0.00006915162,0.00001123687,0.0000282665,0.000002324125,0.00005524652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.605095,"threshold_uncertainty_score":0.4117211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444947399669954,"score_gpt":0.2329910770240395,"score_spread":0.20854160302734,"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."}}