{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003489609,0.0002361415,0.0004109021,0.00004295407,0.0002216085,0.0000461671,0.0005251161,0.00007873386,0.00365292],"category_scores_gemma":[0.00009968952,0.000105573,0.0001653142,0.001328657,0.00005620225,0.0002170287,0.0002510646,0.0001634966,0.0004075519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003035685,"about_ca_system_score_gemma":0.00004559643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163157,"about_ca_topic_score_gemma":0.002371306,"domain_scores_codex":[0.9983593,0.000101232,0.0004426567,0.0003994694,0.0002702005,0.0004271155],"domain_scores_gemma":[0.9990668,0.0001553304,0.0002422572,0.0001505145,0.00007223069,0.0003128521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000032554,0.00007366439,0.01255569,0.0003831189,0.0000496561,0.00003033503,0.0002234446,0.000007609863,0.01999645,0.00141728,0.2455691,0.7196612],"study_design_scores_gemma":[0.0001218602,0.0001485394,0.04954926,0.0008722602,0.00002153233,0.000004024953,0.00006273937,0.000005919217,0.001339469,0.000323898,0.9472957,0.0002548139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469478,0.01713188,0.00001519763,0.01027958,0.0004519153,0.0007876981,0.00009171797,0.000296703,0.02399756],"genre_scores_gemma":[0.9094732,0.01618122,0.001075224,0.005939251,0.0041045,0.0000359082,0.0003674639,0.000007473324,0.0628158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7194063,"threshold_uncertainty_score":0.9972579,"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."}}