{"id":"W2032090427","doi":"10.1371/journal.pone.0027776","title":"Beyond the Colours: Discovering Hidden Diversity in the Nymphalidae of the Yucatan Peninsula in Mexico through DNA Barcoding","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Research and Innovation; Government of Canada; Ontario Genomics; Ontario Genomics Institute; Genome Canada","keywords":"DNA barcoding; Nymphalidae; Yucatan peninsula; Peninsula; Geography; Evolutionary biology; Biology; Ecology; Lepidoptera genitalia","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":[0.0003274137,0.000107065,0.0001388055,0.00001558832,0.0001278244,0.000008572075,0.0006567786,0.0001022928,0.00001883174],"category_scores_gemma":[0.00008459164,0.00005810319,0.00006348122,0.0001081037,0.0002116507,0.00001044951,0.0005372676,0.0001542553,0.00000324078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001561495,"about_ca_system_score_gemma":0.00003294496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003379908,"about_ca_topic_score_gemma":0.0005415144,"domain_scores_codex":[0.9991452,0.0001956027,0.0001609092,0.0001971709,0.0001065961,0.0001944964],"domain_scores_gemma":[0.9994078,0.00005148921,0.00008937541,0.000416758,0.00002037353,0.00001421191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001247668,0.0006560961,0.9688047,0.00002440983,0.0001446056,0.000005389537,0.006896963,0.000001994098,0.02136537,0.001581625,0.0000461749,0.0003479619],"study_design_scores_gemma":[0.001532161,0.0003330398,0.270896,0.0001731349,0.000172484,0.00001071055,0.004911412,0.00003129809,0.7166791,0.003584516,0.00127499,0.0004011857],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726492,0.000287349,0.00001173841,0.0007024189,0.00004652806,0.0002874285,0.00001779957,0.000002768195,0.0259948],"genre_scores_gemma":[0.9990412,0.00007284019,0.000173999,0.0005717183,0.00005744643,0.00002440491,0.0000121729,0.00000561797,0.0000406297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6979087,"threshold_uncertainty_score":0.2369379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0618048160726635,"score_gpt":0.2292448755937487,"score_spread":0.1674400595210852,"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."}}