{"id":"W2742187597","doi":"10.3897/bdj.5.e19840","title":"Close congruence between Barcode Index Numbers (bins) and species boundaries in the Erebidae (Lepidoptera: Noctuoidea) of the Iberian Peninsula","year":2017,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Genomics; Genome Canada","keywords":"Erebidae; DNA barcoding; Lepidoptera genitalia; Barcode; Biology; Fauna; Ecology; Biodiversity; Zoology","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":[0.000582244,0.000138274,0.0001788319,0.00002889299,0.001241771,0.0003271069,0.001884912,0.0001417788,0.00002980916],"category_scores_gemma":[0.0003313911,0.00008801585,0.00006229017,0.00003256309,0.001518144,0.00005591755,0.001284336,0.0003031813,0.000006588248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001212577,"about_ca_system_score_gemma":0.0001463723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000379339,"about_ca_topic_score_gemma":0.0005354988,"domain_scores_codex":[0.9990171,0.000161392,0.0001984327,0.0002685081,0.0001399835,0.0002146227],"domain_scores_gemma":[0.998486,0.00004212563,0.000312798,0.001037348,0.00006051455,0.00006119201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000731431,0.0000199507,0.9937515,0.000006673058,0.00007295912,0.00001108781,0.000213553,2.916853e-7,0.0006140435,0.00002990273,0.003358624,0.001848219],"study_design_scores_gemma":[0.000657669,0.00005304578,0.7030089,0.00001664595,0.00004132689,0.00005484265,0.0003948541,0.000002032101,0.0008175137,0.00005412625,0.2947839,0.0001151646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921856,0.0002408858,0.00004882168,0.00282695,0.0002942469,0.0001270201,0.0008937499,0.000001713549,0.003381039],"genre_scores_gemma":[0.9988402,0.0002318886,0.0001612411,0.0003533841,0.0002167859,5.941202e-7,0.0001246074,0.000002333361,0.00006896046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2914253,"threshold_uncertainty_score":0.9550824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03982627453914277,"score_gpt":0.2618361996721797,"score_spread":0.222009925133037,"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."}}