{"id":"W2059939335","doi":"10.1007/s00300-012-1173-8","title":"DNA barcodes and species identifications in Ross Sea and Southern Ocean fishes","year":2012,"lang":"en","type":"article","venue":"Polar Biology","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Agence Nationale de la Recherche","keywords":"Biology; DNA barcoding; Species complex; Fauna; Ecology; Species richness; Taxon; Phylogenetic tree; Biogeography; Zoology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006625475,0.0001909034,0.000132504,0.002618482,0.0004683654,0.0003928308,0.0003201102,0.0003837539,0.001802926],"category_scores_gemma":[0.003289002,0.0002165118,0.0002004514,0.001631466,0.0005626334,0.0004677011,0.0004721745,0.000366425,0.0004937332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008681828,"about_ca_system_score_gemma":0.0006336174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0172781,"about_ca_topic_score_gemma":0.02678643,"domain_scores_codex":[0.9995188,0.00009198394,0.00006755397,0.0001172387,0.0001497056,0.00005485964],"domain_scores_gemma":[0.9974004,0.0007200295,0.0009023969,0.00009628031,0.0006750766,0.0002057652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001686708,0.00009104157,0.6106802,0.0002868407,0.0001278515,0.0002906445,0.003176454,0.001584484,0.2660159,0.003164319,0.0009901568,0.1119055],"study_design_scores_gemma":[0.00001359056,0.0001637722,0.9578487,0.00006470683,0.00005088347,0.0004065029,0.001404495,0.002622731,0.03141402,0.0007702973,0.005201393,0.00003890269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954572,0.0004086709,0.001643645,0.0000693577,0.00001648588,0.00001090844,0.0008461259,0.00001672615,0.001530938],"genre_scores_gemma":[0.9903736,0.0003088785,0.005282221,0.00006007629,0.00001042996,0.00003304075,0.001172042,0.00001478263,0.002744961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0172781,"threshold_uncertainty_score":0.03435504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232785119166926,"score_gpt":0.2713043097981121,"score_spread":0.2489764586064428,"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."}}