{"id":"W3171373784","doi":"10.17863/cam.70946","title":"Global population genetic structure and demographic trajectories of the black soldier fly, Hermetia illucens.","year":2021,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Bundesamt für Landwirtschaft; Austrian Science Fund; National Research Foundation; International Development Research Centre; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Hermetia illucens; Domestication; Population; Biology; Genetic diversity; Genetic structure; Population bottleneck; Genetic admixture; Ecology; Introgression; Genetic variation; Zoology; Microsatellite; Larva; Allele; Genetics; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002676192,0.00006399033,0.000114277,0.000006654903,0.0001420112,0.000007926326,0.00009816864,0.00006779857,0.0000844056],"category_scores_gemma":[0.00001524612,0.00003131634,0.00007623064,0.0004546829,0.0001501094,0.00005530604,0.00006058479,0.00003439787,4.223649e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001002701,"about_ca_system_score_gemma":0.000009516724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00094004,"about_ca_topic_score_gemma":0.003672375,"domain_scores_codex":[0.9995211,0.00007631042,0.00005683205,0.0001263964,0.0001262121,0.000093104],"domain_scores_gemma":[0.9997411,0.00002522431,0.00007201757,0.00004975971,0.00007737696,0.00003456295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004216487,0.00003447427,0.8968108,0.00004710192,0.00004794972,0.000005998386,0.000248864,0.00005359105,0.07993125,0.002752325,0.0007430096,0.01928252],"study_design_scores_gemma":[0.000125233,0.00003109147,0.9973122,0.00001270995,0.00002932164,0.00000636456,0.0005053997,0.0001332413,0.001131967,0.0001159254,0.0005349721,0.00006150751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990032,0.0001146368,0.00001207684,0.0003324485,0.00008207013,0.00007096824,0.00009513571,0.000009930482,0.0002795773],"genre_scores_gemma":[0.9995732,0.00004851226,0.00007541887,0.00005046632,0.00002138726,2.116026e-8,0.00002628542,3.879185e-7,0.0002042896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005015,"threshold_uncertainty_score":0.2049271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00517059674860483,"score_gpt":0.1624803418825319,"score_spread":0.1573097451339271,"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."}}