{"id":"W1836910907","doi":"10.11646/zootaxa.4034.1.5","title":"<p><strong>Undetected for a century: Palaearctic <em>Agrilus</em> <em>ribesi</em> Schaefer (Coleoptera: Buprestidae) on currant in North America, with adult morphology, larval biology and DNA barcode</strong></p>","year":2015,"lang":"en","type":"article","venue":"Zootaxa","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Agrilus; Buprestidae; Biology; DNA barcoding; Zoology; Key (lock); Ecology; Botany","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001931226,0.00277701,0.002922971,0.001171117,0.001281716,0.0004223016,0.002722804,0.001626239,0.001815526],"category_scores_gemma":[0.001094369,0.002529761,0.0006946591,0.002479572,0.003106356,0.001312172,0.002261838,0.001956385,0.002233073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750758,"about_ca_system_score_gemma":0.00048479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006465133,"about_ca_topic_score_gemma":0.08512697,"domain_scores_codex":[0.9843799,0.001471826,0.002517183,0.004567144,0.002071128,0.00499277],"domain_scores_gemma":[0.9923375,0.0008263192,0.001592973,0.002958954,0.0004404224,0.001843876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03294762,0.02171363,0.4157567,0.002341848,0.006793601,0.006014969,0.02050401,0.0408039,0.1355534,0.04081262,0.126308,0.1504498],"study_design_scores_gemma":[0.0230667,0.01319811,0.5298505,0.0006159844,0.001326289,0.0005486104,0.001108361,0.01445419,0.001007071,0.001171969,0.4076355,0.006016753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818339,0.001301204,0.001749847,0.001139937,0.00205465,0.005536211,0.0008775286,0.0007013782,0.004805302],"genre_scores_gemma":[0.9863556,0.0008660305,0.004932012,0.001737882,0.0006504693,0.001921016,0.0009706801,0.0003953438,0.002170956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2813274,"threshold_uncertainty_score":0.9996698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179654164343176,"score_gpt":0.2250047304742058,"score_spread":0.213208188830774,"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."}}