{"id":"W4413313375","doi":"10.3390/insects16080851","title":"First Attempt at Synthetic Microbial Communities Design for Rearing Gnotobiotic Black Soldier Fly Hermetia illucens (Linnaeus) Larvae","year":2025,"lang":"en","type":"article","venue":"Insects","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Hermetia illucens; Biology; Larva; Zoology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002929801,0.00058477,0.0003379918,0.0002654934,0.0001533205,0.0004861143,0.0002558056,0.0003365221,0.0005615582],"category_scores_gemma":[0.0003041852,0.0001365492,0.0003182264,0.0001778304,0.0001634747,0.0002337348,0.0004594049,0.0005694743,0.0002315566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152538,"about_ca_system_score_gemma":0.0002188121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005812747,"about_ca_topic_score_gemma":0.001682077,"domain_scores_codex":[0.9997889,0.00004214873,0.00002076069,0.00005198557,0.00006597571,0.00003015908],"domain_scores_gemma":[0.9998167,0.00002193622,0.00006199063,0.00001522907,0.00003792762,0.00004622996],"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":[0.00005687158,0.00005424495,0.0001665107,0.00006125627,0.00000722429,0.00002270787,0.0000120313,0.00007251608,0.9978297,0.00003782908,0.00001700046,0.001662052],"study_design_scores_gemma":[0.00001872822,0.001795635,0.003919422,0.0000245372,0.00004138874,0.0001179175,0.0000634169,0.0007056033,0.9904472,0.0000465473,0.002808713,0.00001086678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824869,0.000876901,0.01392976,0.0001347441,0.00005518824,0.0003093618,0.0006060663,0.0001142756,0.001486705],"genre_scores_gemma":[0.9294804,0.001732956,0.06389122,0.0001775326,0.00002165913,0.0005418216,0.001306556,0.00006202843,0.002785901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00058477,"threshold_uncertainty_score":0.001878619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486569259969256,"score_gpt":0.2296661082556026,"score_spread":0.1948004156559101,"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."}}