{"id":"W7029277817","doi":"","title":"Insecticide Options for Protecting Ash Trees from Emerald Ash Borer","year":2019,"lang":"en","type":"article","venue":"Iowa State University Digital Repository (Iowa State University)","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; Agrilus; Wood ash; Fraxinus; Buprestidae; Emerald","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001025887,0.0003353493,0.0003072282,0.0002837349,0.0008313011,0.0001575044,0.0006688189,0.0001311702,0.0003101449],"category_scores_gemma":[0.00003693649,0.0004076558,0.0002327297,0.0005913817,0.0003247592,0.002081795,0.0007360945,0.0003256585,0.0004179618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009777538,"about_ca_system_score_gemma":0.00006960586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003012125,"about_ca_topic_score_gemma":0.002889636,"domain_scores_codex":[0.9978841,0.0001252917,0.0002324954,0.0008239374,0.0003082101,0.0006259886],"domain_scores_gemma":[0.9987344,0.0002201153,0.0002562126,0.0004724585,0.0000611647,0.0002556844],"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":[0.007087857,0.002677341,0.7260959,0.0002931147,0.002540977,0.004791831,0.014501,0.1102095,0.05570714,0.005760048,0.04840274,0.0219325],"study_design_scores_gemma":[0.005583027,0.001395312,0.2983605,0.0001020055,0.0003045314,0.00003025647,0.007933367,0.001773438,0.004180019,0.003253958,0.6752076,0.001875966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292253,0.000006615327,0.002927723,0.00009720457,0.0003778717,0.0010929,0.0002629766,0.0002231105,0.06578636],"genre_scores_gemma":[0.8563393,0.00002385059,0.000717635,0.0001054712,0.00002448622,0.000001224414,0.00007147453,0.0000291325,0.1426874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6268049,"threshold_uncertainty_score":0.9998375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006026235177109724,"score_gpt":0.165921217556265,"score_spread":0.1598949823791553,"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."}}