{"id":"W7000270536","doi":"","title":"The Emerald Ash Borer: Beautifully Deadly","year":2015,"lang":"en","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agrilus; Emerald ash borer; Buprestidae; Context (archaeology); Fraxinus; Habitat; Wildlife","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":[0.00009473134,0.0003143489,0.0001518387,0.000392334,0.0005961884,0.0003391228,0.0002330954,0.000214916,0.003719934],"category_scores_gemma":[0.00011795,0.00006731571,0.00007774904,0.0002776913,0.0003192358,0.0003263711,0.0004812654,0.0002841782,0.001152333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437429,"about_ca_system_score_gemma":0.000122121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006600531,"about_ca_topic_score_gemma":0.0177855,"domain_scores_codex":[0.9998966,0.00001047497,0.00000283246,0.00002960481,0.00003722647,0.00002315861],"domain_scores_gemma":[0.9999139,0.00000384003,0.00004118446,0.000003577828,0.00001173715,0.0000257192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003998688,0.0002284381,0.4783126,0.0005423501,0.00007877433,0.00188296,0.001582829,0.0001943811,0.1996066,0.001206153,0.01632494,0.2996399],"study_design_scores_gemma":[0.000005417959,0.0002119495,0.9408622,0.00006176988,0.00002273558,0.003669321,0.001016841,0.000150331,0.003652374,0.0002062245,0.05011983,0.0000210374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9636611,0.009369737,0.001672211,0.0006910748,0.00007618315,0.00003959808,0.00135786,0.0001841461,0.02294817],"genre_scores_gemma":[0.981429,0.002518324,0.001555701,0.0005917091,0.00008061319,0.00001617759,0.00116697,0.00001519321,0.01262626],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006600531,"threshold_uncertainty_score":0.01312423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009967458225350041,"score_gpt":0.1902030226119595,"score_spread":0.1802355643866095,"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."}}