{"id":"W4399538187","doi":"10.1079/20240228432","title":"Emerald Ash Borer, Agrilus planipennis (Fairmaire)","year":2023,"lang":"en","type":"report","venue":"","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerald ash borer; Agrilus; Buprestidae; Fraxinus; Biology; Botany","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":[0.000386472,0.0003635246,0.00006852434,0.00064155,0.0006929645,0.0002227377,0.0002883702,0.00017074,0.00279711],"category_scores_gemma":[0.0001572459,0.00008235835,0.0000606617,0.0001939347,0.0002111903,0.0002459281,0.0002838609,0.0002462878,0.0006463342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006069387,"about_ca_system_score_gemma":0.0006631419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1045167,"about_ca_topic_score_gemma":0.3161736,"domain_scores_codex":[0.9998766,0.00001218755,0.000004848206,0.00002822073,0.00005656245,0.00002142749],"domain_scores_gemma":[0.9998306,0.00001927019,0.00003240416,0.00001323853,0.00006419445,0.000040239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004855193,0.001003217,0.6216912,0.0002223393,0.00007896234,0.001576329,0.0008349695,0.0005169931,0.06073178,0.000902634,0.02190455,0.2900515],"study_design_scores_gemma":[0.00003335948,0.0004497818,0.9378412,0.0000331551,0.00001881991,0.000689051,0.0005886208,0.0003554262,0.006330832,0.00009104634,0.0535562,0.00001263696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.943224,0.0009053174,0.000757402,0.0004598281,0.00004451473,0.0003435555,0.00300748,0.00007956767,0.05117835],"genre_scores_gemma":[0.900418,0.001285188,0.005420177,0.0004573925,0.0000312772,0.0001191703,0.006983371,0.00001378518,0.08527166],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1045167,"threshold_uncertainty_score":0.2078166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04826991655797862,"score_gpt":0.2939956923008357,"score_spread":0.245725775742857,"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."}}