{"id":"W4313036468","doi":"10.4039/tce.2022.32","title":"Introduction and establishment of biological control agents for control of emerald ash borer (<i>Agrilus planipennis</i>) in Canada","year":2022,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Emerald ash borer; Buprestidae; Agrilus; Fraxinus; Biology; Biological pest control; Braconidae; Forestry; Ecology; Parasitoid; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005943744,0.00008808774,0.00018278,0.00004730056,0.0001791317,0.000004799972,0.0002617417,0.00003167443,0.001438007],"category_scores_gemma":[0.0000662756,0.00006841721,0.00002502632,0.0001430645,0.0002832931,0.00002852563,0.00008409568,0.0001112519,0.00000141916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092751,"about_ca_system_score_gemma":0.0001864919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921266,"about_ca_topic_score_gemma":0.998798,"domain_scores_codex":[0.9989954,0.0001417488,0.0002302184,0.0001980334,0.0001376013,0.0002969748],"domain_scores_gemma":[0.999527,0.00009202844,0.000117343,0.0001719169,0.000007523291,0.00008421351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005930791,0.0001492816,0.7390923,0.00002759007,0.0001283438,0.00006764373,0.0005233719,0.06263292,0.0009196723,0.01109716,0.1826643,0.002104296],"study_design_scores_gemma":[0.001843719,0.0004191203,0.9000699,0.00000170844,0.00003310591,0.00001762857,0.0003897257,0.001426054,0.0001165405,0.001226292,0.0943087,0.0001475174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989309,0.00007218176,0.00008648226,0.008198416,0.0003485475,0.001002444,0.0003975385,0.000004304551,0.0005811442],"genre_scores_gemma":[0.9970579,0.000008315614,0.0000219467,0.002506695,0.000020633,0.0001551622,0.00002990215,0.000004158857,0.0001952996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609776,"threshold_uncertainty_score":0.9994748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041063167433496,"score_gpt":0.1972527870352733,"score_spread":0.1868421553609383,"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."}}