{"id":"W3201186933","doi":"10.11646/zootaxa.5036.1.1","title":"Illustrated key to the genera and catalogue of Mymaridae (Hymenoptera) in the Afrotropical region","year":2021,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Natural Resources Canada; Parks Canada","funders":"","keywords":"Biology; Subgenus; Hymenoptera; Key (lock); Identification key; Zoology; Taxonomy (biology); Botany; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001162438,0.0008375335,0.0003833135,0.002283781,0.0005526957,0.0003110209,0.0005053917,0.0002694172,0.241639],"category_scores_gemma":[0.0003415597,0.0002318966,0.0001762895,0.0024907,0.0002043556,0.001089735,0.0004767537,0.0005098337,0.1137507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987057,"about_ca_system_score_gemma":0.0003145099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006253385,"about_ca_topic_score_gemma":0.01538921,"domain_scores_codex":[0.9999089,0.00001126412,0.00001372548,0.00002457285,0.00002642268,0.00001505232],"domain_scores_gemma":[0.9997082,0.00003262063,0.00007109099,0.00002694643,0.0001071574,0.00005391976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000113164,0.00004238929,0.003268728,0.0003778046,0.000007473753,0.0001159914,0.0004270018,0.00009373834,0.0037094,0.001255984,0.8145807,0.1760076],"study_design_scores_gemma":[0.00001296387,0.00005316651,0.02415695,0.0001518002,0.000004242519,0.0004547451,0.000227424,0.00004555082,0.0001016773,0.0002502859,0.9745351,0.000006103013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03614357,0.02588937,0.006871355,0.002871914,0.004580925,0.001818097,0.2040982,0.002633111,0.7150935],"genre_scores_gemma":[0.1038155,0.01914915,0.03968567,0.002679188,0.002255594,0.00179183,0.2227481,0.000952652,0.6069223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.241639,"threshold_uncertainty_score":0.808363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763877604718982,"score_gpt":0.2101801122040444,"score_spread":0.1825413361568546,"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."}}