{"id":"W3183748612","doi":"10.1016/j.fct.2021.112440","title":"A fast HRMA tool to authenticate eight salmonid species in commercial food products","year":2021,"lang":"en","type":"article","venue":"Food and Chemical Toxicology","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Salmo; Oncorhynchus; Rainbow trout; Fishery; Brown trout; Biology; Salmonidae; Chinook wind; Zoology; Fish <Actinopterygii>","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":[0.0001068991,0.0001416999,0.0001872021,0.00005157656,0.00005871453,0.00004077554,0.0001585266,0.0001931674,0.00007845386],"category_scores_gemma":[0.0002554068,0.0001485268,0.00004788887,0.0002158356,0.0001130713,0.000004520794,0.0001788204,0.0001189098,0.00003542169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000015424,"about_ca_system_score_gemma":0.00007310663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.339263e-7,"about_ca_topic_score_gemma":0.00003199823,"domain_scores_codex":[0.9987555,0.00006144001,0.0002960935,0.0005230165,0.00009313755,0.0002707882],"domain_scores_gemma":[0.9993702,0.00001548308,0.00005280659,0.0003449745,0.0001227453,0.00009383827],"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":[0.00005496404,0.0002263282,0.0005686682,0.0000244916,0.00003203942,0.000001960932,0.0001405154,5.805361e-7,0.9867153,0.005776001,0.005325157,0.001134063],"study_design_scores_gemma":[0.000420632,0.000254438,0.007131821,0.000006935869,0.000009628633,0.00002711426,0.00008704743,0.000002913515,0.8485564,0.0001437311,0.1431846,0.0001747401],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919967,0.0002573666,0.0001032903,0.005880588,0.0002757863,0.0001847718,0.00006510725,0.00001286756,0.001223541],"genre_scores_gemma":[0.9951978,0.00003609276,0.0005555167,0.0008622298,0.0002703092,0.00006420411,0.0002319078,0.0000160261,0.002765958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381588,"threshold_uncertainty_score":0.6056748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249319941893396,"score_gpt":0.2577504891933249,"score_spread":0.2328184950039853,"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."}}