{"id":"W4390946608","doi":"10.3897/zookeys.1189.114478","title":"DNA Barcoding of Central European Gasteruptiidae and the rarely-collected families Evaniidae, Stephanidae, Trigonalidae, and Aulacidae (Hymenoptera, Apocrita)","year":2024,"lang":"en","type":"article","venue":"ZooKeys","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; Bayerisches Staatsministerium für Wissenschaft und Kunst; Genome Canada; Univerzita Hradec Králové; Ontario Genomics; Bundesministerium für Bildung und Forschung; Ontario Genomics Institute","keywords":"DNA barcoding; Hymenoptera; Zoology; Biology; Barcode; Taxonomy (biology); Evolutionary biology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003364402,0.0002024169,0.0002866529,0.00002379427,0.0003057616,0.0001976909,0.0001641837,0.00003979853,0.0001604185],"category_scores_gemma":[0.00005273384,0.00006829045,0.00008282907,0.0002711866,0.0003443848,0.0001329387,0.0001794406,0.0001343529,0.00002973439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001084214,"about_ca_system_score_gemma":0.000005752823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002674282,"about_ca_topic_score_gemma":0.0005959792,"domain_scores_codex":[0.9986948,0.0001848711,0.0002700712,0.0003207322,0.0001939949,0.0003355017],"domain_scores_gemma":[0.9993081,0.0004903033,0.00005144597,0.00003076979,0.0000350166,0.00008434745],"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":[0.001672323,0.0002541525,0.1632965,0.0007028258,0.0008466775,0.0003426299,0.01176144,0.00000383706,0.5941879,0.01901272,0.00978246,0.1981365],"study_design_scores_gemma":[0.0008192061,0.0003182237,0.965443,0.0002530965,0.00009647218,0.00002987401,0.002023211,0.0003335173,0.002978405,0.0005190901,0.02685587,0.0003300304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643753,0.005903114,0.000003023869,0.0007233506,0.00008051631,0.0002233566,0.00005146818,0.00008402981,0.02855589],"genre_scores_gemma":[0.9963803,0.001322887,0.00003320288,0.0001235889,0.0001936097,0.000007305773,0.00001152571,0.000002546549,0.001925013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8021466,"threshold_uncertainty_score":0.2784804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221497631612056,"score_gpt":0.1991957876596088,"score_spread":0.1770460244984032,"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."}}