{"id":"W4402053384","doi":"10.1079/9781800623279.0009","title":"<i>Agrilus planipennis</i>Fairmaire, Emerald Ash Borer / Agrile du frêne (Coleoptera: Buprestidae)","year":2024,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buprestidae; Agrilus; Emerald ash borer; Biology; Forestry; Botany; Geography; Fraxinus","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002252958,0.0007198709,0.0005495189,0.0001223828,0.0002754475,0.0001034094,0.0007090945,0.000615755,0.01294886],"category_scores_gemma":[0.00001081566,0.000668303,0.0003070231,0.00003308153,0.0005598615,0.0000972964,0.001213289,0.0008323065,0.01762752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003773511,"about_ca_system_score_gemma":0.00003526052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003806657,"about_ca_topic_score_gemma":0.001782047,"domain_scores_codex":[0.9972646,0.00002401466,0.0005432619,0.001036273,0.0004789389,0.0006529136],"domain_scores_gemma":[0.9986506,0.00006717552,0.0001986339,0.0008125956,0.00001506331,0.0002558953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001178428,0.00008574652,0.0008527847,0.0002863094,0.0005301594,0.002582073,0.0008571371,0.0003097143,0.0002949132,0.2531719,0.7131873,0.02772413],"study_design_scores_gemma":[0.0003284675,0.0001901772,0.003259644,0.0001357433,0.0002232873,0.00007257187,0.00000883921,0.00004965548,0.00006476667,0.03562883,0.9592846,0.0007534028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001820169,0.0002312177,0.00002947701,0.0003593636,0.001905874,0.0009351366,0.0001062126,0.0003326298,0.9942799],"genre_scores_gemma":[0.03623867,0.00007257375,0.000131602,0.002924473,0.0005736085,0.0001337407,0.0001154142,0.0001259789,0.959684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2460973,"threshold_uncertainty_score":0.9995768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006510200901993128,"score_gpt":0.1818659477146863,"score_spread":0.1753557468126932,"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."}}