{"id":"W1977239681","doi":"10.3897/jhr.32.4865","title":"First detection of Agrilus planipennis in Connecticut made by monitoring Cerceris fumipennis (Crabronidae) colonies","year":2013,"lang":"en","type":"article","venue":"Journal of Hymenoptera Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Animal and Plant Health Inspection Service; U.S. Forest Service; U.S. Department of Agriculture","keywords":"Agrilus; Emerald ash borer; Buprestidae; Biology; Hymenoptera; Fraxinus; Ecology; Zoology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001248294,0.0001157785,0.0002428165,0.0002460942,0.0001878663,0.00005686163,0.0004027978,0.0001032459,0.002218735],"category_scores_gemma":[0.0001302305,0.00009972089,0.00005380821,0.000385964,0.0002611828,0.0004948262,0.0002583762,0.0005628726,0.0002594617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005611503,"about_ca_system_score_gemma":0.00001946981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002695709,"about_ca_topic_score_gemma":0.00100796,"domain_scores_codex":[0.9980332,0.0002032714,0.0005000626,0.0001738979,0.000636219,0.0004533361],"domain_scores_gemma":[0.9991374,0.0003020253,0.0002135232,0.000164033,0.00006393735,0.0001190753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005012567,0.0007578764,0.3042892,0.0001252864,0.0001272419,0.0001346403,0.00344631,0.002986204,0.6608286,0.00004582238,0.01337862,0.01337891],"study_design_scores_gemma":[0.001197705,0.002246531,0.9000883,0.00009850244,0.00001408854,0.00007329309,0.001765134,0.0004165613,0.08518115,0.0007950422,0.00794226,0.0001814351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959677,0.0001914916,0.00004486865,0.0004330666,0.000246706,0.0003292911,0.000001591587,0.000005525961,0.002779729],"genre_scores_gemma":[0.9984841,0.0003538949,0.0002299551,0.0000192121,0.00006047462,0.0000313508,4.226672e-7,0.00001118043,0.0008093877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5957991,"threshold_uncertainty_score":0.9986933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147025486580016,"score_gpt":0.2798799714603971,"score_spread":0.2584097165945969,"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."}}