{"id":"W4391881938","doi":"10.1111/csp2.13087","title":"Spread management priorities to limit emerald ash borer ( <i>Agrilus planipennis</i> ) impacts on United States street trees","year":2024,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Natural Resources Canada; Carleton University","funders":"Fonds de recherche du Québec – Nature et technologies; Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; Nature Conservancy of Canada; University of Melbourne","keywords":"Emerald ash borer; Agrilus; Buprestidae; Fraxinus; Emerald; Geography; Forestry; Agroforestry; Ecology; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008715172,0.0002911623,0.0001652595,0.0003745501,0.0002902081,0.000936691,0.0004194229,0.0003161136,0.002452553],"category_scores_gemma":[0.001693589,0.0001308813,0.0001238955,0.0001620086,0.0002150736,0.0007270208,0.0004339077,0.0004111351,0.00016181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009429816,"about_ca_system_score_gemma":0.001564716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00786375,"about_ca_topic_score_gemma":0.02708995,"domain_scores_codex":[0.9997382,0.0001283892,0.000007056277,0.00003286408,0.00003652204,0.00005713315],"domain_scores_gemma":[0.9994661,0.000224619,0.0001477911,0.00001884259,0.00007452702,0.0000680477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003911365,0.000940727,0.06712204,0.0003722638,0.0002432722,0.000282772,0.000366309,0.6828474,0.02115989,0.0263147,0.009708827,0.1902507],"study_design_scores_gemma":[0.0001035076,0.0006992274,0.02816783,0.000173303,0.0001469771,0.0001085624,0.00182476,0.9368936,0.006956454,0.01567287,0.009205887,0.00004702884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353291,0.0007727975,0.03957934,0.002092617,0.0000406299,0.0001424409,0.0001818079,0.0001910609,0.02167017],"genre_scores_gemma":[0.9880536,0.0001339733,0.01079017,0.0001299535,0.000003598257,0.00002257009,0.00003468708,0.000007854527,0.000823584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00786375,"threshold_uncertainty_score":0.01563597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336984382313492,"score_gpt":0.2901494396966243,"score_spread":0.2667795958734894,"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."}}