{"id":"W3199299731","doi":"10.3389/fmicb.2021.687103","title":"A Molecular Survey of Bacterial Species in the Guts of Black Soldier Fly Larvae (Hermetia illucens) Reared on Two Urban Organic Waste Streams in Kenya","year":2021,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 International Cooperation; Australian Centre for International Agricultural Research; Deutsche Gesellschaft für Internationale Zusammenarbeit; Bundesministerium für Wirtschaftliche Zusammenarbeit und Entwicklung; Styrelsen för Internationellt Utvecklingssamarbete; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; International Development Research Centre; Government of the Republic of Kenya; Government of the United Kingdom","keywords":"Hermetia illucens; Biology; Firmicutes; Food science; Chryseobacterium; Food waste; Proteobacteria; Manure; Bacteria; Botany; Ecology; Larva; 16S ribosomal RNA","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":[0.0001548586,0.0008181554,0.0004771504,0.00102289,0.0006014523,0.0005638871,0.0002138392,0.0005784461,0.0004947143],"category_scores_gemma":[0.0003275437,0.0003250492,0.0003641789,0.0008546961,0.0003171451,0.0003698554,0.0003971832,0.0003488799,0.0002591508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855038,"about_ca_system_score_gemma":0.0004414119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008341074,"about_ca_topic_score_gemma":0.02195855,"domain_scores_codex":[0.9996847,0.00002143083,0.00003612698,0.00009628901,0.00009340201,0.00006807381],"domain_scores_gemma":[0.999732,0.00002935035,0.00008722544,0.000006315041,0.00009894783,0.00004622657],"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":[0.0002497722,0.0001577279,0.1062737,0.0002491869,0.00004024313,0.0006046826,0.0009345445,0.00006233928,0.8855326,0.0000275007,0.00008491251,0.005782793],"study_design_scores_gemma":[0.00001095676,0.0009827365,0.9458306,0.00006409661,0.0001138874,0.0008596602,0.003855927,0.0002785584,0.04617018,0.00001779658,0.001791386,0.00002417806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976331,0.0003999359,0.0001822834,0.00002933357,0.000009159838,0.00004835209,0.00123351,0.000004140333,0.0004600926],"genre_scores_gemma":[0.9910288,0.001551476,0.002252272,0.0001041903,0.00001422694,0.00008049194,0.003006561,0.000008461132,0.001953538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008341074,"threshold_uncertainty_score":0.01658505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186385508148668,"score_gpt":0.2043541699496347,"score_spread":0.192490314868148,"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."}}