{"id":"W4307546194","doi":"10.3897/bdj.10.e91486","title":"Cryptic biodiversity of tropical hesperiid caterpillar-attacking parasitoid wasps: three new species of Creagrura Townes (Hymenoptera, Ichneumonidae, Cremastinae) from Costa Rica and Perú","year":2022,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Ichneumonidae; Hymenoptera; Parasitoid; Biology; Caterpillar; Biodiversity; Ecology; Zoology; Lepidoptera genitalia","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":[0.000152051,0.0001919345,0.0001406152,0.00125034,0.0004748115,0.0005003263,0.0002571099,0.0002099309,0.001041799],"category_scores_gemma":[0.0002621446,0.0000933306,0.0001208906,0.0006485753,0.0005873633,0.000302831,0.00056338,0.0001671501,0.0001301603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934786,"about_ca_system_score_gemma":0.0001817814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007212297,"about_ca_topic_score_gemma":0.0183288,"domain_scores_codex":[0.9999048,0.00001516019,0.000007942236,0.00003372672,0.00001581982,0.00002254754],"domain_scores_gemma":[0.9998131,0.00002434565,0.00006833058,0.00002545035,0.00003644172,0.00003233293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001938505,0.00004832601,0.8924768,0.0001875448,0.0001395252,0.001038208,0.01267967,0.0001870298,0.06219181,0.0004591664,0.0001945096,0.03020353],"study_design_scores_gemma":[0.000002568377,0.00002908858,0.9968312,0.00001122721,0.00001476158,0.0005372835,0.001083625,0.00008343161,0.0003262376,0.00002430871,0.001052261,0.000004031714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985844,0.0002179626,0.00005754761,0.0000154589,7.272139e-7,0.000008425124,0.00006005415,0.000004430914,0.001051067],"genre_scores_gemma":[0.9995202,0.0001177513,0.0001211251,0.000009278339,0.000001180153,0.000004477244,0.00009930126,9.105906e-7,0.0001258498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007212297,"threshold_uncertainty_score":0.01434064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06400194442468028,"score_gpt":0.2174795257294608,"score_spread":0.1534775813047805,"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."}}