{"id":"W2949997854","doi":"10.1093/forestry/cpz036","title":"Emerald ash borer, Agrilus planipennis (Coleoptera: Buprestidae), detection and monitoring in Canada","year":2019,"lang":"en","type":"article","venue":"Forestry An International Journal of Forest Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; Atlantic Canada Opportunities Agency","keywords":"Buprestidae; Agrilus; Emerald ash borer; Biology; Fraxinus; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005184119,0.0002790936,0.0001771151,0.001426828,0.0004630415,0.0004915079,0.0006303666,0.0001917581,0.0006060991],"category_scores_gemma":[0.0008188858,0.0001178135,0.0001503488,0.001468074,0.0002664837,0.0002642935,0.0002414716,0.0002248784,0.000176731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00470871,"about_ca_system_score_gemma":0.007930371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8688746,"about_ca_topic_score_gemma":0.958739,"domain_scores_codex":[0.9993875,0.00003333155,0.00003488635,0.00006790128,0.0004124366,0.00006388495],"domain_scores_gemma":[0.9984891,0.00009333428,0.0002852281,0.0000156374,0.0009963003,0.0001203638],"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":[0.0001608381,0.00007384549,0.3757868,0.005721975,0.0002057355,0.0006236905,0.0008476207,0.001107112,0.01978276,0.0005420689,0.01963994,0.5755077],"study_design_scores_gemma":[0.00001048718,0.0001044101,0.8939477,0.001225856,0.0001689739,0.0008018389,0.000695235,0.0008499108,0.005475343,0.00009170987,0.09658684,0.00004178538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.375245,0.552514,0.007829881,0.002831866,0.0002111659,0.0004850537,0.01396275,0.0004353503,0.046485],"genre_scores_gemma":[0.6777976,0.286055,0.01371168,0.001238611,0.0001332572,0.0001529407,0.007761173,0.00004646365,0.01310328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1311254,"threshold_uncertainty_score":0.2637952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892940188414215,"score_gpt":0.2912737151535639,"score_spread":0.2723443132694217,"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."}}