{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336405,0.0009330124,0.0004225208,0.001527222,0.0005945286,0.0005182637,0.0005282366,0.001107842,0.002582898],"category_scores_gemma":[0.001245987,0.000663446,0.0004490065,0.000577396,0.0006399381,0.0008280776,0.0008693467,0.001015116,0.002501477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002691099,"about_ca_system_score_gemma":0.000725335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209447,"about_ca_topic_score_gemma":0.00431512,"domain_scores_codex":[0.9990479,0.000114344,0.00004427239,0.0003001845,0.000388459,0.0001047509],"domain_scores_gemma":[0.9988669,0.0002658592,0.0001620739,0.0001355867,0.0004743128,0.00009538746],"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":[0.00006853502,0.00001733952,0.002634026,0.000059293,0.00001129706,0.00003153614,0.00005534336,0.00004932571,0.9849703,0.00007926059,0.0002294247,0.0117943],"study_design_scores_gemma":[0.00002662093,0.00117669,0.04335366,0.00005896443,0.0001181194,0.001250983,0.0002782438,0.004048965,0.9329836,0.0003811725,0.01626751,0.00005548278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5563956,0.00570456,0.4189486,0.0004515653,0.0003020339,0.0005898918,0.003761875,0.002927157,0.01091871],"genre_scores_gemma":[0.4549122,0.002231389,0.5162832,0.0009613503,0.00009112343,0.0009176559,0.004183943,0.0004749268,0.01994421],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002582898,"threshold_uncertainty_score":0.008640707,"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."}}