{"id":"W4206925269","doi":"10.3920/jiff2021.0103","title":"Effect of Desmodium intortum and black soldier fly larvae (Hermetia illucens) based meal on sensory and physicochemical properties of broiler chicken meat in Kenya","year":2022,"lang":"en","type":"article","venue":"Journal of Insects as Food and Feed","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Styrelsen för Internationellt Utvecklingssamarbete; Australian Centre for International Agricultural Research; Biovision Foundation for Ecological Development; International Development Research Centre; Rockefeller Foundation","keywords":"Hermetia illucens; Food science; Broiler; Flavour; Tenderness; Meal; Marination; Chemistry; Lightness; Biology; Larva; Botany","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004189892,0.0001349878,0.0003570983,0.00005063574,0.0000844013,0.0000187937,0.00007646865,0.00006363191,0.00003252803],"category_scores_gemma":[0.00009710818,0.00005613036,0.00006708287,0.0001605135,0.0001480207,0.00007316928,0.00005721195,0.0002187548,1.983315e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001536145,"about_ca_system_score_gemma":0.00001689869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004996157,"about_ca_topic_score_gemma":0.00002873569,"domain_scores_codex":[0.9989007,0.0002866273,0.0002750652,0.0001398124,0.0002546392,0.0001432289],"domain_scores_gemma":[0.9994268,0.0001795445,0.000213026,0.00003116147,0.00006959518,0.00007987346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00164929,0.0001499048,0.00425886,0.00011969,0.00003445287,0.000007640662,0.0005575891,0.00004167031,0.989539,0.00002627484,0.00005489799,0.003560781],"study_design_scores_gemma":[0.002379276,0.01348391,0.07576219,0.0002495198,0.00005582426,0.00006652188,0.0004499994,0.0008556341,0.9062228,0.00006715005,0.0001892129,0.0002179455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990695,0.0003328151,2.777127e-7,0.0002347823,0.00006184973,0.0001593403,0.00001024228,0.000004567386,0.0001266109],"genre_scores_gemma":[0.9996614,0.00004878801,0.00000702043,0.00019937,0.00006026325,0.000002397868,0.000003017667,0.000002051874,0.00001569426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08331613,"threshold_uncertainty_score":0.228893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309056278807066,"score_gpt":0.2075308214700486,"score_spread":0.1944402586819779,"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."}}