{"id":"W3043757485","doi":"10.1093/femsec/fiaa141","title":"Gut microbiome of the emerald ash borer, Agrilus planipennis Fairmaire, and its relationship with insect population density","year":2020,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Natural Resources Canada; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Emerald ash borer; Agrilus; Buprestidae; Biology; Ecology; Population density; Insect; Population; Fraxinus; Zoology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001366807,0.0001668984,0.0003042269,0.00001365739,0.0003062673,0.00001810501,0.0002422218,0.0002004991,0.0001636254],"category_scores_gemma":[0.0000759996,0.0000599784,0.00006379509,0.0002617263,0.0001902707,0.00007931807,0.0001456607,0.0001747134,0.00001776569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001826431,"about_ca_system_score_gemma":0.00001393953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004725677,"about_ca_topic_score_gemma":0.003692602,"domain_scores_codex":[0.9988351,0.0002356425,0.0003029647,0.0003313784,0.00003285459,0.000262078],"domain_scores_gemma":[0.9993733,0.0001859317,0.0002530007,0.00005700899,0.00007609204,0.00005473861],"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":[0.00007226664,0.00002192075,0.2679968,0.000006658298,0.00001799594,0.000002050096,0.00009096744,0.000001309408,0.731075,0.0001597732,0.0004439942,0.000111233],"study_design_scores_gemma":[0.0002199623,0.0005430213,0.9756528,0.00001072281,0.00002325796,0.0001188927,0.00003911073,0.000003893143,0.02167375,0.00008005317,0.001487346,0.0001472485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936427,0.00008295392,1.83195e-7,0.005529653,0.000212507,0.0003126265,0.0001447598,0.00003138575,0.00004324338],"genre_scores_gemma":[0.9973995,0.00001444071,0.00003308452,0.002187434,0.0001181659,0.000007335934,0.000196377,0.0000015115,0.0000421226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7094012,"threshold_uncertainty_score":0.2445848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176183484191769,"score_gpt":0.1854926184221016,"score_spread":0.1637307835801839,"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."}}