{"id":"W4241803621","doi":"10.1079/cpc.3780.20210102619","title":"Agrilus planipennis (emerald ash borer).","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerald ash borer; Agrilus; Fraxinus; Biodiversity; Geography; Firewood; Agroforestry; Forestry; Ecology; Biology; Archaeology","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":[0.00008713089,0.0004419224,0.0001302393,0.0003355671,0.000321752,0.0003911557,0.0001487359,0.0001603875,0.01138074],"category_scores_gemma":[0.00008399516,0.00007508915,0.0001097395,0.0002189315,0.0000829892,0.0002947525,0.0003202656,0.0002667707,0.005882438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594279,"about_ca_system_score_gemma":0.00007271206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00284704,"about_ca_topic_score_gemma":0.005916653,"domain_scores_codex":[0.9999477,0.000004909561,0.000002098927,0.00002396329,0.00001259815,0.000008651988],"domain_scores_gemma":[0.9999572,0.000004735494,0.00001260757,0.000006507021,0.000007914487,0.00001107996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001025437,0.0004954746,0.05986733,0.0005760116,0.0001152164,0.001325976,0.0002677408,0.0006580625,0.4117308,0.004178173,0.04415568,0.4756041],"study_design_scores_gemma":[0.00005701129,0.0006919393,0.60324,0.00006704887,0.00009333695,0.003206505,0.0004105463,0.001311483,0.03253266,0.00160411,0.356757,0.00002829108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7280114,0.007675042,0.006273935,0.001102383,0.0008289618,0.0001554029,0.01285323,0.001702965,0.2413967],"genre_scores_gemma":[0.8023726,0.002226521,0.005899755,0.0004739262,0.000171925,0.00005047765,0.01800947,0.0001751423,0.1706203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138074,"threshold_uncertainty_score":0.03807235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009387633899207814,"score_gpt":0.2147004242288674,"score_spread":0.2053127903296596,"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."}}