{"id":"W2910400486","doi":"10.11646/zootaxa.4544.2.1","title":"The species of Ecnomocephala Gibson (Hymenoptera: Eupelmidae)","year":2019,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Subfamily; Zoology; Hymenoptera; Genus; Panama; 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":[0.000206208,0.0005273998,0.0002277823,0.0007999124,0.000760229,0.0007335261,0.0004142172,0.0003509561,0.004687216],"category_scores_gemma":[0.0005702733,0.000120336,0.0001768321,0.0004645661,0.0006777234,0.001040707,0.000504816,0.0004134738,0.001681143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005570905,"about_ca_system_score_gemma":0.0005074358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008532423,"about_ca_topic_score_gemma":0.01868293,"domain_scores_codex":[0.999859,0.00002427688,0.00001758756,0.00002633175,0.00004903681,0.0000237312],"domain_scores_gemma":[0.9998463,0.00001649006,0.00005114893,0.00001943757,0.00004294571,0.00002362108],"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":[0.0005030183,0.00007631234,0.07616454,0.001097515,0.00008040704,0.001257529,0.003044007,0.0005129423,0.04372161,0.006379998,0.01168057,0.8554815],"study_design_scores_gemma":[0.00002929977,0.0004645988,0.4377573,0.0007949524,0.0001656467,0.008976099,0.003412699,0.0005018765,0.003311842,0.001887194,0.542636,0.00006247917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7817846,0.07262363,0.009141826,0.001486873,0.001661268,0.0003712283,0.001698723,0.0006575257,0.1305743],"genre_scores_gemma":[0.933103,0.02097324,0.01673825,0.0007929191,0.0002548978,0.0001004076,0.002456265,0.00005977948,0.02552119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008532423,"threshold_uncertainty_score":0.01696557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352369319893996,"score_gpt":0.1925631487728623,"score_spread":0.1790394555739224,"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."}}