{"id":"W4367837458","doi":"10.11646/zootaxa.5278.1.2","title":"Review of Grotiusomyia Girault (Chalcidoidea: Eulophidae), an exclusively New World genus, including 17 new species","year":2023,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Eulophidae; Lepidoptera genitalia; Hymenoptera; Genus; Zoology; Saturniidae; Key (lock); Botany; Parasitoid; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002126445,0.0009928941,0.0008953272,0.003725207,0.0004240812,0.0006779394,0.0005599022,0.0003203071,0.005927908],"category_scores_gemma":[0.0004701017,0.0002839735,0.0003082963,0.003443015,0.0003243217,0.001315753,0.0005993427,0.0005218658,0.002064884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004335649,"about_ca_system_score_gemma":0.0009751451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003341439,"about_ca_topic_score_gemma":0.01014514,"domain_scores_codex":[0.9998298,0.00002072289,0.00004511547,0.00003701519,0.00005338204,0.00001387684],"domain_scores_gemma":[0.9997386,0.00006191235,0.00008733306,0.000009362998,0.00006306823,0.00003962073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009411439,0.00004043006,0.001693054,0.02625736,0.0001337643,0.0004863014,0.0002797059,0.0003414965,0.00393759,0.0009400485,0.05344265,0.9123534],"study_design_scores_gemma":[0.000008572027,0.00008448097,0.01767431,0.004355776,0.0001702567,0.001959576,0.0001730512,0.00005958503,0.0002440608,0.0003373979,0.9749135,0.00001939079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002161922,0.9900857,0.0004312233,0.0003779742,0.0007043657,0.00002738137,0.0003311187,0.00005561801,0.005824672],"genre_scores_gemma":[0.01078049,0.9811257,0.001429035,0.0007311504,0.0006793702,0.00003409369,0.0009329171,0.00001414953,0.004273115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005927908,"threshold_uncertainty_score":0.01983088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08967794693000954,"score_gpt":0.2797447284783593,"score_spread":0.1900667815483498,"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."}}