{"id":"W4410279063","doi":"10.5539/jas.v17n6p30","title":"Antimicrobial and Antioxidant Activity of Derivatives of in-vitro Digestion and Fermentation of Chitin Extracted from Field Cricket, House Cricket, and Black Soldier Fly Cocoons","year":2025,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"African Union; Jomo Kenyatta University of Agriculture and Technology; Japan International Cooperation Agency","keywords":"Field cricket; Cricket; Chitin; Antimicrobial; Antioxidant; Digestion (alchemy); Fermentation; Biology; Food science; Chemistry; Microbiology; Ecology; Chitosan; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002712407,0.00008582206,0.000231434,0.00005355123,0.0000850268,0.00003421543,0.00009938511,0.00005038718,0.000005779956],"category_scores_gemma":[0.0002250512,0.00003383936,0.000033225,0.0005784021,0.0003388491,0.0004509945,0.00005510527,0.00009254464,3.754396e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001469364,"about_ca_system_score_gemma":0.00002041957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002677444,"about_ca_topic_score_gemma":0.00009154507,"domain_scores_codex":[0.9991968,0.00007421738,0.0003014698,0.0001358399,0.0001776547,0.0001140518],"domain_scores_gemma":[0.9991225,0.0002140094,0.0003846291,0.00002151279,0.000209193,0.00004814015],"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":[0.0001138289,0.00008571473,0.0275919,0.00002264509,0.000006455661,7.188972e-7,0.0004447442,0.000006662112,0.9648882,0.00003211707,0.00002910141,0.006777958],"study_design_scores_gemma":[0.0001602057,0.0001104625,0.5692689,0.00008828321,0.000009316958,0.000005215693,0.0003126256,0.00003279798,0.4299472,0.00002819795,0.000001834052,0.00003495995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990746,0.00007435757,0.00002516456,0.0005890312,0.00005615862,0.0001198499,0.000013852,0.000003617929,0.00004339353],"genre_scores_gemma":[0.9995059,0.0002435292,0.0001883575,0.00003623515,0.00001532218,4.280717e-7,0.000001385251,3.56306e-7,0.000008499882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5416769,"threshold_uncertainty_score":0.1379929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105041556271385,"score_gpt":0.2394682136062004,"score_spread":0.2289640579790619,"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."}}