{"id":"W4200441894","doi":"10.3897/zookeys.1075.55862","title":"Taxonomic revision of Romaleosyrphus Bigot (Diptera, Syrphidae), including descriptions of seven new species","year":2021,"lang":"en","type":"article","venue":"ZooKeys","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Smithsonian Institution","keywords":"Monophyly; DNA barcoding; Taxonomy (biology); Male genitalia; Cytochrome c oxidase subunit I; Tree (set theory); Hook","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001145381,0.0001462433,0.0003212773,0.00002606531,0.0001156761,0.00004369596,0.0002551693,0.00008771521,0.007166136],"category_scores_gemma":[0.00005681489,0.00006952812,0.0002057681,0.0003675823,0.00008217551,0.0001837073,0.000181534,0.00009860863,0.00008578243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003406972,"about_ca_system_score_gemma":0.00003161548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003485734,"about_ca_topic_score_gemma":0.0005294448,"domain_scores_codex":[0.9988476,0.00005922699,0.0004224073,0.0002688182,0.0001841121,0.0002178338],"domain_scores_gemma":[0.9993726,0.0001047482,0.0001945565,0.0001217059,0.0001050005,0.0001013584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003860243,0.0003567752,0.1170309,0.00004693093,0.0000416578,0.00002167857,0.0001904687,0.00001026,0.594026,0.00263101,0.007475388,0.2781303],"study_design_scores_gemma":[0.0002300473,0.0002110581,0.3451631,0.0002053603,0.00005597601,0.000008227124,0.0007527539,0.000007896354,0.1339753,0.00007867753,0.5190611,0.000250455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981711,0.0004520033,0.00004576789,0.000467044,0.0002171514,0.0001353265,0.00003805821,0.00002832705,0.01690529],"genre_scores_gemma":[0.9903115,0.0001649187,0.001399077,0.00005816567,0.000241373,0.000002953465,0.00004775661,0.000001140032,0.007773139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5115858,"threshold_uncertainty_score":0.9937415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07300717499591251,"score_gpt":0.2384601120826992,"score_spread":0.1654529370867867,"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."}}