{"id":"W2164050885","doi":"10.3109/19401736.2011.596833","title":"DNA barcoding of billfishes","year":2011,"lang":"en","type":"article","venue":"Mitochondrial DNA","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; DNA barcoding; Swordfish; Mitochondrial DNA; Evolutionary biology; Zoology; Nuclear gene; Gene; Genetics; Fishery; Fish <Actinopterygii>; Tuna","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":[0.00007689946,0.000085084,0.00009522991,0.00004877094,0.00005216297,0.00001170204,0.0002031263,0.00009294174,0.0002405131],"category_scores_gemma":[0.0001120005,0.00008193308,0.00008543278,0.00008713674,0.00008687482,0.000004023905,0.00004453758,0.00003609599,0.00006674795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003774434,"about_ca_system_score_gemma":0.00003028193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000014796,"about_ca_topic_score_gemma":0.00001006119,"domain_scores_codex":[0.9992602,0.00003869307,0.0002476672,0.0002334559,0.00009860469,0.0001213398],"domain_scores_gemma":[0.9993455,0.000005968289,0.0001079398,0.0003872901,0.0001050506,0.00004819959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000436664,0.00005625649,0.0004024345,0.000008510758,0.00002116243,2.116846e-7,0.0001365308,3.48416e-7,0.990438,0.002074744,0.006305289,0.000512885],"study_design_scores_gemma":[0.0002617666,0.00006767343,0.002825317,0.000006082066,0.00001112738,0.000002353426,0.00007534619,0.00000426102,0.9528817,0.0001065795,0.04365784,0.00009994263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975429,0.0001052188,0.003144549,0.00007635893,0.001485366,0.0001976057,0.00002269626,0.00002345236,0.01951578],"genre_scores_gemma":[0.9950425,0.00002683588,0.002047787,0.00005848973,0.0002718176,0.00001826538,0.00006324428,0.00001457054,0.002456489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03755625,"threshold_uncertainty_score":0.3341134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066208978814281,"score_gpt":0.2547137654416395,"score_spread":0.2140516756534967,"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."}}