{"id":"W257821954","doi":"10.1079/9781780642574.0062","title":"<i>Agrilus planipennis</i> Fairmaire, emerald ash borer (Coleoptera: Buprestidae).","year":2013,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Agrilus; Buprestidae; Emerald ash borer; Biology; Fraxinus; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0001569446,0.0006463676,0.0005060301,0.00008464077,0.0002725616,0.00007469548,0.0007265893,0.0006190289,0.02903012],"category_scores_gemma":[0.000009708287,0.0006094619,0.0002249209,0.0000181078,0.0005912093,0.0001216195,0.0008894858,0.0006529661,0.02347208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272393,"about_ca_system_score_gemma":0.00002799393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005807067,"about_ca_topic_score_gemma":0.001072484,"domain_scores_codex":[0.9975761,0.00002874756,0.000490872,0.0008352658,0.0004257873,0.0006432775],"domain_scores_gemma":[0.9985275,0.00005311768,0.0002698828,0.0008709568,0.00001648456,0.0002620744],"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":[0.00006931949,0.00006901841,0.0007621165,0.0001108015,0.0002885531,0.000499809,0.000455389,0.0001689935,0.0003275892,0.114018,0.8002052,0.08302519],"study_design_scores_gemma":[0.0004024371,0.0001697007,0.006167267,0.00005942736,0.0001088164,0.00003185798,0.000005491266,0.00002667546,0.00006495946,0.01939203,0.9728414,0.0007299869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001768953,0.00007555482,0.00004558573,0.0001586831,0.0008059758,0.001127874,0.00004026985,0.0001954437,0.9957817],"genre_scores_gemma":[0.02154554,0.00003463824,0.0003098766,0.004464144,0.0002455228,0.0001691429,0.00007333361,0.00009499765,0.9730628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1726362,"threshold_uncertainty_score":0.9996357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008601148162206515,"score_gpt":0.1838663505430126,"score_spread":0.1752652023808061,"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."}}