{"id":"W2979153707","doi":"10.5852/ejt.2019.563","title":"A review of the cleptoparasitic bee genus Epeolus Latreille, 1802 (Hymenoptera: Apidae) in the Caribbean, Central America and Mexico","year":2019,"lang":"en","type":"review","venue":"European Journal of Taxonomy","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature; York University","funders":"","keywords":"Subspecies; Hymenoptera; Biology; Monophyly; Apidae; Genus; Key (lock); Zoology; Identification key; Taxonomy (biology); Entomology; Ecology; Phylogenetics","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":[0.0004077148,0.000899803,0.0008300763,0.006910183,0.0006694079,0.0009471506,0.0006850884,0.0004728463,0.003471365],"category_scores_gemma":[0.0007578268,0.000403294,0.0004912908,0.005403124,0.0003786601,0.001573675,0.0005601165,0.0006641694,0.0007466951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008659741,"about_ca_system_score_gemma":0.001266015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067872,"about_ca_topic_score_gemma":0.02635259,"domain_scores_codex":[0.9997386,0.000028971,0.00007677317,0.00006706577,0.00006767511,0.00002087593],"domain_scores_gemma":[0.9995248,0.0001464735,0.0001603648,0.00001189498,0.0001095716,0.00004675554],"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":[0.0001005688,0.00005217796,0.007234741,0.03356274,0.0001722583,0.000614999,0.001004826,0.0002452477,0.00308426,0.001338345,0.05621449,0.8963755],"study_design_scores_gemma":[0.000004391929,0.00007368909,0.04010477,0.008024082,0.0002451641,0.001820655,0.0004281866,0.00005941686,0.0002494178,0.0003063035,0.9486563,0.00002769993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001779516,0.9952467,0.0002160154,0.0002922242,0.0002778553,0.00001046612,0.0002160498,0.00001860138,0.001942538],"genre_scores_gemma":[0.006725547,0.9897424,0.0009905028,0.0003693284,0.000492986,0.00001918512,0.0005400332,0.000006703573,0.001113321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01067872,"threshold_uncertainty_score":0.02123314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08699776840479728,"score_gpt":0.2451596922135585,"score_spread":0.1581619238087612,"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."}}