{"id":"W3130411417","doi":"10.3389/fmicb.2021.635881","title":"Organic Waste Substrates Induce Important Shifts in Gut Microbiota of Black Soldier Fly (Hermetia illucens L.): Coexistence of Conserved, Variable, and Potential Pathogenic Microbes","year":2021,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Direktion für Entwicklung und Zusammenarbeit; Foreign, Commonwealth and Development Office; Deutscher Akademischer Austauschdienst; Government of the Republic of Kenya; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Styrelsen för Internationellt Utvecklingssamarbete; International Development Research Centre; Rockefeller Foundation","keywords":"Hermetia illucens; Biology; Firmicutes; Microbiology; Gut flora; Bacterial phyla; Enterococcus faecium; Pathogenic bacteria; Manure; Bacteria; Zoology; Ecology; Larva; Genetics; 16S ribosomal RNA; Antibiotics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001135279,0.0004134187,0.0003197933,0.0003174361,0.000306446,0.0005095923,0.0001304355,0.0003608843,0.00063521],"category_scores_gemma":[0.0001651887,0.0001614862,0.0003393149,0.0001951997,0.0002405048,0.000284605,0.0004336216,0.000473074,0.0001273947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425027,"about_ca_system_score_gemma":0.0002390652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273446,"about_ca_topic_score_gemma":0.006991642,"domain_scores_codex":[0.9997603,0.00002788362,0.00002097927,0.0000780678,0.0000617457,0.00005099107],"domain_scores_gemma":[0.9998963,0.0000140275,0.00003647538,0.000005855847,0.0000201389,0.0000271792],"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":[0.0001985706,0.00009205776,0.01369623,0.00007557336,0.00002064808,0.00014493,0.0001115238,0.00003983591,0.9835021,0.00001737501,0.00003970653,0.002061545],"study_design_scores_gemma":[0.00001629825,0.001662844,0.7665322,0.00004187043,0.00007989607,0.0004763077,0.0009613064,0.0006023311,0.2281523,0.00006604644,0.001384476,0.00002408775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992393,0.0002167945,0.00009892369,0.0000226863,0.000004028989,0.000008499658,0.0001855675,0.000005292275,0.0002189899],"genre_scores_gemma":[0.9975617,0.0002458924,0.0005771216,0.000094863,0.000004689277,0.00002028529,0.0005385826,0.00000673452,0.0009501665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00273446,"threshold_uncertainty_score":0.005437136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007717995221664301,"score_gpt":0.1878961283871993,"score_spread":0.180178133165535,"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."}}