{"id":"W2783710574","doi":"10.1093/ee/nvx200","title":"Density of Emerald Ash Borer (Coleoptera: Buprestidae) Adults and Larvae at Three Stages of the Invasion Wave","year":2017,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Core Research for Evolutional Science and Technology","keywords":"Buprestidae; Emerald ash borer; Biology; Fraxinus; Agrilus; Larva; Ecology","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":[0.000109042,0.000150564,0.00006911794,0.0004171332,0.0002873027,0.0002505742,0.0001658238,0.0001352906,0.0008865944],"category_scores_gemma":[0.0002768351,0.0001090653,0.00009240722,0.0002642295,0.0001416641,0.0001973432,0.0002108459,0.0001642905,0.0001397386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004631459,"about_ca_system_score_gemma":0.0001726349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1062148,"about_ca_topic_score_gemma":0.4205191,"domain_scores_codex":[0.9999059,0.000009442117,0.000007338046,0.0000227469,0.00003129441,0.00002308654],"domain_scores_gemma":[0.9996634,0.00002375912,0.000139484,0.0000111038,0.00007130317,0.00009114614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002896372,0.0000116127,0.9973061,0.000004306794,0.00001005216,0.00001798219,0.0001387032,0.00001306311,0.000719577,0.000003568157,0.00007255112,0.001673406],"study_design_scores_gemma":[4.178952e-7,0.00001482275,0.9997435,9.246793e-7,0.000002607669,0.00002210157,0.00008258811,0.0000260679,0.00006136807,6.421629e-7,0.00004435522,6.035134e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999432,0.00003972403,0.00001232479,0.000004784762,4.14985e-7,0.000002661852,0.0002995776,0.000001590541,0.0002069195],"genre_scores_gemma":[0.9987073,0.00007194206,0.00008198438,0.00000897021,0.000001480224,0.000005363333,0.000602025,5.832005e-7,0.0005203383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062148,"threshold_uncertainty_score":0.211193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009447139959920622,"score_gpt":0.2002978485479188,"score_spread":0.1908507085879982,"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."}}