{"id":"W7048032927","doi":"","title":"Influences of Climate, Competition, and Novel Hosts on Parasitoids of Emerald Ash Borer, and their Establishment in Virginia, and North Carolina","year":2020,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerald ash borer; Agrilus; Fraxinus; Emerald; Buprestidae; Introduced species","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001364181,0.0004183554,0.0007288608,0.0002154847,0.00009236333,0.00004660798,0.0001841568,0.0001770757,0.00001961532],"category_scores_gemma":[0.00001049061,0.0003745717,0.00005891788,0.0003667163,0.0001333593,0.0001090521,0.0000715385,0.000501585,8.51282e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001691237,"about_ca_system_score_gemma":0.00006314404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004895631,"about_ca_topic_score_gemma":0.00014488,"domain_scores_codex":[0.9983377,0.00003671637,0.0005788232,0.000517522,0.0001986553,0.000330521],"domain_scores_gemma":[0.9990206,0.0001167322,0.0004264306,0.000250499,0.00007635824,0.0001093884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009609192,0.001189412,0.8206485,0.001998582,0.000574976,0.000007838236,0.01403478,0.0001099713,0.0296309,0.03633662,0.0004801051,0.09402737],"study_design_scores_gemma":[0.002038233,0.00116756,0.9771338,0.00133122,0.000130929,0.000002573462,0.001628532,0.0002561033,0.01016547,0.003315772,0.002036301,0.0007934658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952831,0.0008332091,0.00002738008,0.0001410119,0.00008359175,0.0003774381,0.000265466,0.00003244923,0.002956345],"genre_scores_gemma":[0.9981151,0.0007389969,0.000315465,0.0000449577,0.00007658955,0.00005341086,0.0005620632,0.00003943793,0.00005395649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1564853,"threshold_uncertainty_score":0.9998706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004824741121172101,"score_gpt":0.2175710550442967,"score_spread":0.2127463139231247,"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."}}