{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000866706,0.0001185184,0.0001554216,0.0002265821,0.00009065992,0.00007482755,0.0006624871,0.00007284433,0.000564069],"category_scores_gemma":[0.0001074941,0.0001083331,0.00003492745,0.0002072582,0.0001092409,0.0007161165,0.0003120541,0.0006223122,0.00004764243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015457,"about_ca_system_score_gemma":0.0001862281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5153021,"about_ca_topic_score_gemma":0.738927,"domain_scores_codex":[0.997876,0.0001303061,0.0003820841,0.0002274733,0.001018982,0.0003650855],"domain_scores_gemma":[0.9992812,0.0001452472,0.0001478568,0.0001681196,0.00009204534,0.0001655475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002544548,0.00006701842,0.9839528,0.00000828825,0.00003180022,0.0002751482,0.0001186815,0.01114921,0.000589949,0.0002130494,0.0002702884,0.003069296],"study_design_scores_gemma":[0.0006926461,0.0003682404,0.9926748,0.00005459393,0.000003464139,0.0001346862,0.0001939196,0.001299085,0.0005545876,0.001513879,0.002407242,0.0001029089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960809,0.00003095299,0.00003103989,0.0001942756,0.0009435293,0.0001945223,0.000004219762,0.000004442959,0.002516065],"genre_scores_gemma":[0.999113,0.0001045242,0.0001997306,0.00005726654,0.0002024111,0.00001038692,0.000003242649,0.00001038904,0.0002990146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.223625,"threshold_uncertainty_score":0.6176159,"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."}}