{"id":"W7100072329","doi":"","title":"Emerald Ash Borer Research: A Decade of Progress on an Expanding Pest Problem","year":2013,"lang":"en","type":"article","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; Firewood; Infestation; Artillery; Pest control; Storm","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":[0.008657317,0.00138965,0.001659938,0.004358736,0.001932275,0.006940416,0.001843938,0.005393288,0.01884595],"category_scores_gemma":[0.006679835,0.0005964451,0.0008186502,0.004769939,0.004100087,0.01213283,0.003849693,0.005354941,0.006589606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003049494,"about_ca_system_score_gemma":0.006440094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009305039,"about_ca_topic_score_gemma":0.02054717,"domain_scores_codex":[0.997867,0.0004692865,0.0001873772,0.0003893023,0.0007460521,0.0003409609],"domain_scores_gemma":[0.9877635,0.004600073,0.0008288001,0.000505893,0.003623932,0.002677791],"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":[0.0001202659,0.000216479,0.003274421,0.002951793,0.0000340203,0.0001883154,0.0008106299,0.0001265912,0.0006653097,0.005013714,0.2997887,0.6868098],"study_design_scores_gemma":[0.00002233644,0.0001855239,0.005979504,0.006059499,0.00004058258,0.0003740383,0.003076506,0.0001633509,0.0002160388,0.006250655,0.9775839,0.00004794546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00154653,0.8906585,0.0005174444,0.09164861,0.004230177,0.00002152482,0.0002526832,0.0001651675,0.01095942],"genre_scores_gemma":[0.009656748,0.9476178,0.00266672,0.0266375,0.004980386,0.00003695448,0.0004889941,0.00005621124,0.007858791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01884595,"threshold_uncertainty_score":0.06304598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137859183189422,"score_gpt":0.322408569619443,"score_spread":0.2810299777875488,"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."}}