{"id":"W2338078837","doi":"10.1146/annurev-ecolsys-121415-032050","title":"The Role of Symbiotic Microbes in Insect Invasions","year":2016,"lang":"en","type":"article","venue":"Annual Review of Ecology Evolution and Systematics","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; National Key Research and Development Program of China; Institute of Zoology, Chinese Academy of Sciences; National Natural Science Foundation of China; U.S. Department of Agriculture; U.S. Forest Service; Chinese Academy of Sciences; National Science Foundation","keywords":"Biology; Insect; Symbiosis; Facultative; Ecology; Ecosystem; Invasive species; Bacteria","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":[0.000821017,0.00006877187,0.0003242512,0.00001068967,0.0000770874,0.000004481579,0.0001347421,0.00006285907,0.00003974963],"category_scores_gemma":[0.0005525217,0.00001725438,0.00005949416,0.0001385984,0.000143137,0.00005747153,0.00004326965,0.00002884083,0.000005984939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001708167,"about_ca_system_score_gemma":0.00001405956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007831925,"about_ca_topic_score_gemma":0.0008645118,"domain_scores_codex":[0.9988689,0.0002729892,0.0005742604,0.00009089064,0.00007251387,0.0001204602],"domain_scores_gemma":[0.9987788,0.0007250555,0.0002892685,0.00005254916,0.0001306249,0.00002372131],"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":[0.00002929762,0.0002305199,0.1837825,0.006886027,0.00005760671,0.000001022695,0.0003583304,8.225005e-8,0.7326064,0.05032924,0.0008413575,0.02487765],"study_design_scores_gemma":[0.0004155888,0.001473241,0.9205231,0.04376478,0.0001075836,0.00006850973,0.003779098,0.00001695029,0.008881589,0.01057752,0.00999829,0.0003937526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753206,0.02322448,3.476303e-7,0.0007594919,0.00008800181,0.0003023641,0.00003567641,0.000003905888,0.0002651353],"genre_scores_gemma":[0.9836675,0.01617151,0.00001019552,0.00007743443,0.00002045507,0.00001159038,0.000001558409,3.411599e-7,0.00003940915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7367406,"threshold_uncertainty_score":0.07036131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562160750647121,"score_gpt":0.2228985010122239,"score_spread":0.2072768935057527,"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."}}