{"id":"W3175257617","doi":"10.3897/zookeys.1046.57052","title":"Revision of the Afrotropical species of the hover fly genus Mesembrius Rondani (Diptera, Syrphidae) using morphological and molecular data","year":2021,"lang":"en","type":"article","venue":"ZooKeys","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Academy of Natural Sciences of Drexel University; American Museum of Natural History; Belgisch Ontwikkelingsagentschap; Muséum National d'Histoire Naturelle; JRS Biodiversity Foundation; Koninklijk Belgisch Instituut voor Natuurwetenschappen","keywords":"Biology; Subgenus; DNA barcoding; Synonym (taxonomy); Zoology; Genus; Alate; Key (lock); Botany; Ecology; PEST analysis","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":[0.0007368097,0.0004658809,0.0002515101,0.002046522,0.0004936683,0.000761758,0.0006142371,0.0002752164,0.001030599],"category_scores_gemma":[0.0007240801,0.0001217185,0.0002578131,0.0004932591,0.0006395077,0.0007801515,0.0008363159,0.0003728772,0.0003626269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711158,"about_ca_system_score_gemma":0.0006915231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551273,"about_ca_topic_score_gemma":0.003438535,"domain_scores_codex":[0.9997417,0.00006195359,0.00004703396,0.00004892354,0.00007194292,0.00002832665],"domain_scores_gemma":[0.9995893,0.00005124386,0.0001404537,0.00004108746,0.0001324881,0.00004542995],"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":[0.0003722181,0.0001002844,0.1620086,0.001072492,0.0001349044,0.002484453,0.0066954,0.0006390742,0.05342161,0.003486215,0.00434173,0.7652429],"study_design_scores_gemma":[0.00002443959,0.0007992974,0.7028712,0.001227305,0.0003415968,0.008333911,0.004667603,0.001779857,0.005637423,0.00172494,0.2725307,0.00006168906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346093,0.04042384,0.005985458,0.001232664,0.0005729184,0.0001584688,0.0005738173,0.0002797323,0.01616383],"genre_scores_gemma":[0.9624211,0.01183674,0.01938002,0.0004204319,0.0003760981,0.00008558512,0.001983756,0.00002572905,0.003470509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002046522,"threshold_uncertainty_score":0.003896654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05698553025980348,"score_gpt":0.2387087208280574,"score_spread":0.1817231905682539,"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."}}