{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005249378,0.0001634113,0.0001809601,0.00005113194,0.0003833534,0.00002528198,0.0004628105,0.0001016927,0.00001227788],"category_scores_gemma":[0.000152025,0.00009986159,0.00008356979,0.00007369385,0.001056762,0.00001644957,0.0007159359,0.00004633193,0.000005105881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008952105,"about_ca_system_score_gemma":0.00007982205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001858147,"about_ca_topic_score_gemma":0.00000442486,"domain_scores_codex":[0.9988883,0.00003922065,0.0001815265,0.0004417685,0.0001075018,0.0003417106],"domain_scores_gemma":[0.9991961,0.00009687371,0.0001132411,0.0003968134,0.0001222785,0.00007469727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003931752,0.00004369741,0.06451778,0.00006677968,0.0001239765,0.000003034661,0.0002590849,0.000005185358,0.9153623,0.001817869,0.00003751554,0.01736963],"study_design_scores_gemma":[0.00381886,0.001532867,0.1150979,0.00008203031,0.0001807812,0.0001008504,0.0003153543,0.00004371868,0.6116444,0.0006724941,0.2656484,0.0008622973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894289,0.001137913,0.00415396,0.001012652,0.0001180358,0.0004168416,0.0000780472,0.000012599,0.003640986],"genre_scores_gemma":[0.9981585,0.0001681371,0.0009371615,0.0002241972,0.0001745496,0.00004955188,0.000009586453,0.000009513536,0.0002688172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3037178,"threshold_uncertainty_score":0.4072237,"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."}}