{"id":"W2913447538","doi":"10.1139/gen-2018-0101","title":"DNA barcoding of fish species reveals low rate of package mislabeling in Qatar","year":2019,"lang":"en","type":"article","venue":"Genome","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Weill Cornell Medicine - Qatar; Qatar National Research Fund; Weill Cornell Medical College; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"DNA barcoding; Biology; Barcode; Species identification; Fish <Actinopterygii>; Identification (biology); Fishery; Fish products; Zoology; Evolutionary biology; Ecology; Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003102431,0.0000649635,0.0001301207,0.00006507857,0.00001453354,0.000007588845,0.0001563124,0.00005954642,0.0001583671],"category_scores_gemma":[0.0000643497,0.00006930879,0.00004835862,0.00010931,0.00003929908,0.000003382282,0.00004142136,0.00003720752,0.0000294589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006438511,"about_ca_system_score_gemma":0.00002276279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004591955,"about_ca_topic_score_gemma":0.000006374945,"domain_scores_codex":[0.9992919,0.00004478892,0.0003086197,0.0001852431,0.00006126358,0.0001081584],"domain_scores_gemma":[0.9993728,0.00001165072,0.000150217,0.0003570556,0.00008787624,0.00002040021],"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":[0.00001334961,0.00002635699,0.001795905,0.0000782353,0.00001172263,1.639248e-7,0.0001043029,0.00003392654,0.9972646,0.0004557388,0.000182169,0.0000335683],"study_design_scores_gemma":[0.0002745216,0.00003415324,0.04992184,0.00002639461,0.000004019287,6.342944e-7,0.0001639647,0.000008523325,0.9399608,0.00003930824,0.009482147,0.00008371869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978294,0.0001437234,0.0001204036,0.0001422704,0.0001123084,0.0001329113,0.00007113313,0.000003074581,0.001444792],"genre_scores_gemma":[0.9956599,0.0001400307,0.0001448161,0.0001004851,0.00003347946,0.000003965848,0.0001697758,0.000009305996,0.003738197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05730378,"threshold_uncertainty_score":0.2826331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190740569943828,"score_gpt":0.2451131339026256,"score_spread":0.2260390769082428,"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."}}