{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001474886,0.0001314488,0.0001226901,0.0005962083,0.0005848352,0.00067635,0.0003966703,0.0001613088,0.001150938],"category_scores_gemma":[0.0005489636,0.00010891,0.0001152719,0.0004427495,0.0002311044,0.0001791777,0.0003967246,0.0002413057,0.0001482639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107483,"about_ca_system_score_gemma":0.0005761056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1917919,"about_ca_topic_score_gemma":0.5122892,"domain_scores_codex":[0.9998643,0.00003005938,0.000007520818,0.00002886053,0.00002751964,0.00004162604],"domain_scores_gemma":[0.9990582,0.0001841338,0.0002056795,0.00002478385,0.000239876,0.0002873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001533946,0.0001357473,0.9925476,0.00001028311,0.00003340648,0.0002128505,0.0005120389,0.0001851041,0.003553554,0.00008725317,0.0005592685,0.002009391],"study_design_scores_gemma":[0.000003013923,0.00002540429,0.9980696,0.000005902427,0.000006864712,0.0000460115,0.001031116,0.0002251631,0.0001344513,0.00001326488,0.0004365801,0.000002787859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99925,0.0000451462,0.000009780539,0.00002175118,0.000001405596,0.000002347125,0.00009829758,0.000001789071,0.0005695669],"genre_scores_gemma":[0.9992359,0.00005281882,0.00001582295,0.00001300877,0.000001806656,0.000003353441,0.0001949071,0.00000127456,0.0004812581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1917919,"threshold_uncertainty_score":0.3813511,"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."}}