{"id":"W2338520984","doi":"10.1139/gen-2015-0156","title":"DNA barcodes and citizen science provoke a diversity reappraisal for the “ring” butterflies of Peninsular Malaysia (<i>Ypthima</i>: Satyrinae: Nymphalidae: Lepidoptera)","year":2016,"lang":"en","type":"article","venue":"Genome","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Naturalis Biodiversity Center; Universiti Malaya","keywords":"Nymphalidae; Subspecies; Biology; DNA barcoding; Lepidoptera genitalia; Genus; Taxon; Butterfly; Zoology; Lycaenidae; Synonym (taxonomy); Barcode; Ecology; Evolutionary biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00274726,0.0003583753,0.0002000337,0.001494483,0.0006194911,0.001417318,0.0005026821,0.0008549979,0.001861655],"category_scores_gemma":[0.005309505,0.0002149347,0.0002513595,0.002073839,0.001703425,0.002170154,0.001583301,0.001482971,0.0003422864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129694,"about_ca_system_score_gemma":0.001912436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009319804,"about_ca_topic_score_gemma":0.02288908,"domain_scores_codex":[0.9981443,0.0006761466,0.0001449383,0.0003293843,0.000528531,0.0001767773],"domain_scores_gemma":[0.9916574,0.001664567,0.003535563,0.0008205118,0.001800906,0.0005209806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002859486,0.00007766014,0.6230477,0.0009052347,0.00008962418,0.00128076,0.01206147,0.0006548162,0.03675634,0.006352922,0.003722364,0.3147651],"study_design_scores_gemma":[0.000008551698,0.0003543142,0.8741603,0.0007686637,0.00006602296,0.00231888,0.01728944,0.00118415,0.0179429,0.002816198,0.08300925,0.00008131487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577125,0.003808024,0.0146011,0.01017353,0.0004658925,0.0001323671,0.001350745,0.00008634833,0.01166942],"genre_scores_gemma":[0.9637145,0.002397342,0.02499924,0.001920202,0.0001505436,0.00006509583,0.000700226,0.00001973112,0.006033146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009319804,"threshold_uncertainty_score":0.01853114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511870022984701,"score_gpt":0.2360769935266362,"score_spread":0.2209582932967891,"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."}}