{"id":"W2018511825","doi":"10.1079/pavsnnr20127071","title":"Fish frauds: the DNA challenge.","year":2013,"lang":"en","type":"article","venue":"CABI Reviews","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traceability; Business; Confusion; Context (archaeology); Fishery; Transparency (behavior); Fish <Actinopterygii>; Labelling; Computer science; Computer security; Geography; Biology","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":[0.002751315,0.0006611579,0.0008568191,0.002339682,0.001137387,0.003733007,0.001111681,0.005209932,0.008335164],"category_scores_gemma":[0.003975012,0.0003387475,0.0003966124,0.00173283,0.00324938,0.003698589,0.001622406,0.004178748,0.005319348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264097,"about_ca_system_score_gemma":0.002498622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00280252,"about_ca_topic_score_gemma":0.00407294,"domain_scores_codex":[0.9982749,0.0004724318,0.0001057415,0.0002063408,0.0008064327,0.0001340809],"domain_scores_gemma":[0.9963076,0.001543008,0.0004399966,0.0001593051,0.001265966,0.000284139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006328621,0.00005754329,0.000991727,0.004745346,0.00003806805,0.001213323,0.0008919225,0.0001317413,0.003477334,0.05233566,0.207122,0.7289321],"study_design_scores_gemma":[0.000003248228,0.00003746213,0.001094778,0.001799644,0.00001357242,0.002218429,0.0008833523,0.00005699477,0.00101201,0.01092972,0.9819316,0.00001927844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001003401,0.9293315,0.001308047,0.04904788,0.006105036,0.00001476202,0.00009570637,0.00004171889,0.01305198],"genre_scores_gemma":[0.01637063,0.9309694,0.002500654,0.01912983,0.005997228,0.00003384657,0.0002350222,0.00003514816,0.02472829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008335164,"threshold_uncertainty_score":0.02788395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03869767196330339,"score_gpt":0.2850731352136664,"score_spread":0.246375463250363,"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."}}