{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001308678,0.0005651084,0.0002965076,0.000283238,0.0001578549,0.000237053,0.0001158488,0.0002003057,0.0006827329],"category_scores_gemma":[0.0001677808,0.0001391188,0.0003118395,0.0002550825,0.0001246428,0.0001953036,0.0001701212,0.0004360259,0.00008238018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454285,"about_ca_system_score_gemma":0.0001871098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801691,"about_ca_topic_score_gemma":0.004269017,"domain_scores_codex":[0.9998889,0.00001596894,0.00001315856,0.00001867684,0.00004241118,0.00002092366],"domain_scores_gemma":[0.9998558,0.00001860256,0.00004511553,0.00000857477,0.00003254115,0.00003929286],"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":[0.000122837,0.00003930541,0.0004923046,0.00007800773,0.00001149093,0.00006032583,0.00002100912,0.00002914622,0.9981303,0.000005970742,0.000007152779,0.001002212],"study_design_scores_gemma":[0.000009858244,0.001499764,0.03026209,0.00003396454,0.00006178815,0.0003302364,0.0001337368,0.0001804656,0.9666376,0.00001167877,0.0008272437,0.00001148025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979,0.001318798,0.0002630756,0.00001646931,0.00000698598,0.00001388772,0.000133824,0.000003591057,0.0003433292],"genre_scores_gemma":[0.9946631,0.001367746,0.001435475,0.00004427846,0.000005703695,0.00001569142,0.0006030862,0.000006131965,0.001858727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001801691,"threshold_uncertainty_score":0.003582358,"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."}}