{"id":"W7037524966","doi":"","title":"Emerald Ash Borer (Agrilus planipennis [Fairmaire])","year":2023,"lang":"en","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerald ash borer; Agrilus; Introduced species; Buprestidae; Emerald","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":[0.0002515583,0.0003743981,0.00008395568,0.000474204,0.0007025328,0.000210748,0.0002071082,0.0001419449,0.002121273],"category_scores_gemma":[0.0001527916,0.00006232026,0.0000467664,0.0001681325,0.0003121456,0.0003492218,0.0002709908,0.0002076089,0.0002892171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004774304,"about_ca_system_score_gemma":0.0002115216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03320622,"about_ca_topic_score_gemma":0.1116854,"domain_scores_codex":[0.9999285,0.00001015832,0.000002734214,0.00002711049,0.00001725267,0.00001421086],"domain_scores_gemma":[0.9999113,0.00001410676,0.00002632598,0.000005377081,0.00001657622,0.00002632545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005609232,0.001186779,0.6897577,0.0002532021,0.00007704979,0.001387204,0.003535616,0.000112805,0.1124441,0.001222603,0.006212242,0.1832497],"study_design_scores_gemma":[0.00001387948,0.0006477212,0.981352,0.00003081685,0.00002272108,0.0006269458,0.001644012,0.0000886706,0.00400841,0.00009171409,0.01146509,0.000007951425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921525,0.0006215197,0.0001372691,0.00008441674,0.00001228047,0.00002227204,0.0001397292,0.00001233432,0.006817692],"genre_scores_gemma":[0.991249,0.0007270756,0.0006687825,0.0001872665,0.00001130115,0.00001672675,0.0002881626,0.000001957252,0.00684978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03320622,"threshold_uncertainty_score":0.06602591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183897229733764,"score_gpt":0.1903249663908413,"score_spread":0.1719352434174649,"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."}}