{"id":"W2122005034","doi":"10.1603/ec12325","title":"Towards the Development of an Autocontamination Trap System to Manage Populations of Emerald Ash Borer (Coleoptera: Buprestidae) With the Native Entomopathogenic Fungus, <I>Beauveria bassiana</I>","year":2012,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Armand Frappier Museum; Institut National de la Recherche Scientifique; Natural Resources Canada","funders":"","keywords":"Emerald ash borer; Buprestidae; Beauveria bassiana; Biology; Conidium; Agrilus; Bassiana; Horticulture; Botany; Entomopathogenic fungus; Fraxinus; Biological pest control","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001725695,0.0001772381,0.0003452372,0.0001661867,0.0001631975,0.00001436903,0.0005499055,0.00008784802,0.0005015637],"category_scores_gemma":[0.00001930974,0.0001122726,0.00009779326,0.0001531235,0.0002070582,0.0003790387,0.0001671698,0.0001381336,0.00003674233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005909045,"about_ca_system_score_gemma":0.00006217477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009946163,"about_ca_topic_score_gemma":0.005798191,"domain_scores_codex":[0.9982316,0.0002924339,0.0007801096,0.000179492,0.0001971989,0.0003191618],"domain_scores_gemma":[0.9985762,0.00007726861,0.000901025,0.0002860999,0.0000366168,0.000122821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002302626,0.002964557,0.3211259,0.0003279039,0.003269971,0.0001242945,0.09679748,0.1119666,0.03871947,0.3482442,0.01116919,0.06298778],"study_design_scores_gemma":[0.0006057367,0.0004875804,0.9908561,0.00002607675,0.0001293806,0.0001000178,0.0004528607,0.000548497,0.0009989059,0.0001919192,0.005460174,0.0001427921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908974,0.0000652114,0.002459808,0.0005675911,0.0004831126,0.0006189467,0.000008335238,0.000008084728,0.004891535],"genre_scores_gemma":[0.9961508,0.000004865896,0.003209959,0.0001764596,0.00007043299,0.00005973464,0.000005171933,0.00001325219,0.0003093251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6697302,"threshold_uncertainty_score":0.5491771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621492520644712,"score_gpt":0.2445273203485778,"score_spread":0.2283123951421307,"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."}}