{"id":"W2593819711","doi":"10.3897/bdj.5.e9649","title":"Nine new species of Uramya Robineau-Desvoidy (Diptera: Tachinidae) from Area de Conservación Guanacaste in northwestern Costa Rica, with a key to their identification","year":2017,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"Natural Sciences and Engineering Research Council of Canada; International Conservation Fund of Canada; Ontario Genomics Institute; Guanacaste Dry Forest Conservation Fund; Ontario Genomics; Forest Conservation Fund; Genome Canada; University of Pennsylvania; Government of Canada; Wege Foundation; National Science Foundation","keywords":"Biology; Key (lock); Erebidae; Tachinidae; Genus; Zoology; Taxonomy (biology); Identification key; Botany; Ecology; Hymenoptera; Parasitoid","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":[],"consensus_categories":[],"category_scores_codex":[0.0002872078,0.0001605949,0.0002148942,0.00007003349,0.0002648776,0.000134903,0.001235114,0.0001225289,0.00007648551],"category_scores_gemma":[0.0001072298,0.0001317677,0.00004931349,0.00004050374,0.0001528593,0.00005704066,0.0006445763,0.0001884757,0.000027308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003027418,"about_ca_system_score_gemma":0.0001648279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001954369,"about_ca_topic_score_gemma":0.003649723,"domain_scores_codex":[0.9990107,0.00008144815,0.0002415258,0.0003518989,0.00009519455,0.0002192384],"domain_scores_gemma":[0.9983556,0.00002437391,0.000368869,0.0009942397,0.00008901473,0.0001679091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005263783,0.00007198524,0.9779817,0.000004296746,0.0001415393,0.00003637213,0.0002884726,0.00001095771,0.01139747,0.00000157864,0.005913765,0.003625473],"study_design_scores_gemma":[0.001371864,0.000217476,0.910042,0.00004971591,0.00005670212,0.00005340728,0.0003688758,0.00002342447,0.006826381,0.00001098606,0.08077308,0.0002060359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919074,0.0001625755,0.003860529,0.001292137,0.0001266418,0.0001375696,0.001958533,0.000003695713,0.0005509169],"genre_scores_gemma":[0.9963955,0.0001645861,0.001588814,0.0002700328,0.0001521033,8.012224e-7,0.001313642,0.000004118981,0.0001104512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07485931,"threshold_uncertainty_score":0.5373332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705856432209397,"score_gpt":0.2485715693227535,"score_spread":0.2015130050006595,"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."}}