{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006863949,0.0002598595,0.0002719803,0.00009595339,0.0005096134,0.0002378521,0.0005165255,0.00007231491,0.0001844038],"category_scores_gemma":[0.00002571371,0.0001366475,0.0001819772,0.001561611,0.000156678,0.00061057,0.0006657271,0.0001860323,0.0007260477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000802422,"about_ca_system_score_gemma":0.00001394206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005702038,"about_ca_topic_score_gemma":0.003804296,"domain_scores_codex":[0.9985167,0.00004731292,0.0001810483,0.0004120319,0.0002746642,0.0005682586],"domain_scores_gemma":[0.9992558,0.0002536248,0.00008372911,0.0001246844,0.00009336104,0.0001887381],"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":[0.0003688805,0.0003624072,0.1404556,0.00002871716,0.0003540083,0.001460129,0.001322889,0.0001050093,0.0009414164,0.0008665681,0.04692134,0.806813],"study_design_scores_gemma":[0.0003038751,0.0002637848,0.5599586,0.00001961413,0.00001998796,0.000007288585,0.001308408,0.00004691584,0.0001028978,0.000491074,0.4370604,0.000417158],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6808562,0.00001681386,0.000002239153,0.002379426,0.000117411,0.0001842548,0.0006260804,0.0004286007,0.315389],"genre_scores_gemma":[0.9900155,0.00006096029,0.000006868722,0.0001611103,0.00006932365,0.000001448817,0.0004057615,0.000002588234,0.009276413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8063958,"threshold_uncertainty_score":0.9332117,"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."}}