{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001632477,0.0004800235,0.0002171996,0.0002295251,0.000170657,0.0002862948,0.0001359285,0.0002167479,0.001002137],"category_scores_gemma":[0.0002465648,0.0001190481,0.0002705903,0.0001157583,0.0001438365,0.0002044666,0.0002125515,0.0004283026,0.0001659308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882124,"about_ca_system_score_gemma":0.0001315649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055636,"about_ca_topic_score_gemma":0.002354337,"domain_scores_codex":[0.9998251,0.00002684041,0.00002033353,0.00004340637,0.00005708719,0.00002719739],"domain_scores_gemma":[0.9997932,0.00003487689,0.00008108083,0.00001163034,0.00004099934,0.00003818955],"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":[0.0005471356,0.0001237608,0.001741634,0.0001134463,0.00001985248,0.00004361097,0.00005195592,0.00009129468,0.9936453,0.00001561595,0.00004320582,0.003563071],"study_design_scores_gemma":[0.0000260927,0.005715161,0.08286758,0.00003250071,0.0001018196,0.0001465287,0.0001945791,0.000706052,0.9085025,0.0000287109,0.00165831,0.00002011743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983662,0.0007041629,0.0002112722,0.00002535017,0.00001353161,0.0000168635,0.0001695593,0.00001034268,0.0004827258],"genre_scores_gemma":[0.9936752,0.001053906,0.001837761,0.00007572035,0.00001023036,0.00005152709,0.0005033985,0.00001641248,0.002775928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001055636,"threshold_uncertainty_score":0.003352463,"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."}}