{"id":"W3118283919","doi":"10.3897/bdj.9.e59892","title":"Hydraena (s.str.) dinarica, new species (Coleoptera: Hydraenidae) along with further records of Hydraena spp. from Durmitor National Park, Montenegro and comments on the DNA barcoding problem with the genus","year":2021,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University; Royal Victoria Hospital","funders":"","keywords":"DNA barcoding; Biology; National park; Taxon; Intraspecific competition; Genus; Zoology; Taxonomy (biology); Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003034528,0.0001718613,0.0001785029,0.00001277351,0.0007607093,0.0002840987,0.0005919258,0.00005526061,0.0004876897],"category_scores_gemma":[0.00004582398,0.00005583458,0.00005252749,0.0002130315,0.0001581249,0.000398738,0.0003656253,0.000261393,0.00001335544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005877408,"about_ca_system_score_gemma":0.00006163882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268193,"about_ca_topic_score_gemma":0.004001453,"domain_scores_codex":[0.998639,0.0001539431,0.0001866802,0.0003167966,0.0004843475,0.0002191845],"domain_scores_gemma":[0.9989765,0.000336231,0.0002502522,0.0001553789,0.0001556384,0.0001260421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000897863,0.0003254955,0.8602756,0.000007430332,0.000361762,0.0001000453,0.0004773151,0.00001648194,0.001854173,0.00006917153,0.08310167,0.05251303],"study_design_scores_gemma":[0.0008520793,0.0004242957,0.8513758,0.0001152737,0.000117891,0.00008325581,0.003484339,0.00007356661,0.001190744,0.00009931717,0.1419208,0.0002627134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801848,0.0001709323,0.00006133404,0.0169559,0.00006246199,0.0001723506,0.001543162,0.000009403436,0.0008396407],"genre_scores_gemma":[0.9981747,0.0001027396,0.0002453641,0.0006444584,0.0003092485,0.000001261723,0.0004442459,4.914243e-7,0.00007744894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05881909,"threshold_uncertainty_score":0.5850838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05292841286471675,"score_gpt":0.2018692912729856,"score_spread":0.1489408784082688,"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."}}