{"id":"W4207074079","doi":"10.1111/syen.12538","title":"DNA barcodes on their own are not enough to describe a species","year":2022,"lang":"en","type":"article","venue":"Systematic Entomology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Koneen Säätiö; Suomen Kulttuurirahasto","keywords":"Biology; Evolutionary biology; DNA barcoding; DNA; Computational biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01106283,0.001461426,0.00239839,0.004443989,0.002532065,0.004359094,0.003051626,0.004174028,0.006056167],"category_scores_gemma":[0.02442668,0.00107495,0.001343726,0.005643955,0.006685523,0.009180438,0.003548192,0.008153279,0.01083868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002573655,"about_ca_system_score_gemma":0.002836108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00433297,"about_ca_topic_score_gemma":0.00846047,"domain_scores_codex":[0.9863106,0.003107522,0.001501148,0.003033034,0.005531033,0.0005166414],"domain_scores_gemma":[0.9462706,0.01835838,0.01148022,0.01020318,0.01245218,0.001235473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007612075,0.0001403143,0.01744554,0.006140586,0.0005379274,0.0006044961,0.003811551,0.001474445,0.09870335,0.04163341,0.07609113,0.7526561],"study_design_scores_gemma":[0.00004059187,0.0002614339,0.01157409,0.003752865,0.0003548879,0.002440882,0.001710755,0.002274107,0.03557718,0.03525377,0.9063973,0.0003621574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08592042,0.1376766,0.5498211,0.08341542,0.02892007,0.0009988111,0.02978747,0.01282689,0.07063329],"genre_scores_gemma":[0.206644,0.05527199,0.6379489,0.03815496,0.004153068,0.00103875,0.02129343,0.002595935,0.03289882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01106283,"threshold_uncertainty_score":0.05850655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915128454540487,"score_gpt":0.246198687989146,"score_spread":0.1970474034437412,"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."}}