{"id":"W2939914914","doi":"10.3390/ani9040182","title":"Effects of Killing Methods on Lipid Oxidation, Colour and Microbial Load of Black Soldier Fly (Hermetia illucens) Larvae","year":2019,"lang":"en","type":"article","venue":"Animals","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Hermetia illucens; Food science; Lipid oxidation; Chemistry; Blanching; Malondialdehyde; Larva; Ingredient; Dehydration; Desiccation; Hydrostatic pressure; Animal science; Biology; Antioxidant; Botany; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004068777,0.0001014069,0.0002298119,0.00001351241,0.00004169357,0.00001409891,0.00008670507,0.00009501808,0.0002760722],"category_scores_gemma":[0.0001480453,0.00004401528,0.00005945465,0.0001783869,0.00005828944,0.00004849281,0.00003517211,0.0000528957,0.0000359306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009985896,"about_ca_system_score_gemma":0.000008287081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005667483,"about_ca_topic_score_gemma":0.00002116837,"domain_scores_codex":[0.9991651,0.0001962251,0.000188727,0.0001862568,0.0001168807,0.0001468075],"domain_scores_gemma":[0.9991194,0.0005457126,0.0001342412,0.00003798712,0.0001217732,0.00004089469],"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":[0.0000763085,0.00004938904,0.001657139,0.00007423147,0.00001374396,4.04137e-7,0.0001386024,0.000005586728,0.9900081,0.0003449279,0.0002802005,0.007351346],"study_design_scores_gemma":[0.0002598696,0.0007029804,0.1250861,0.00007469617,0.00001700999,0.000001032663,0.00005350275,0.000147769,0.8697077,0.00006201131,0.00378244,0.0001048941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986464,0.00008961795,0.00001793439,0.0000927357,0.0001182154,0.0002899125,0.000007267367,0.00001626592,0.0007216818],"genre_scores_gemma":[0.9988589,0.00006850021,0.0005503003,0.0002345965,0.00006796969,0.000002354255,0.000007111646,0.000001290011,0.0002089443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123429,"threshold_uncertainty_score":0.3022797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145006461276246,"score_gpt":0.251590650244951,"score_spread":0.2401405856321886,"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."}}