{"id":"W2945170746","doi":"10.1007/s12686-019-01102-1","title":"Salmon species identification via direct DNA sequencing of single amplicons","year":2019,"lang":"en","type":"article","venue":"Conservation Genetics Resources","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries Agency","keywords":"Oncorhynchus; Chinook wind; Salmo; Biology; Rainbow trout; Trout; Fishery; Salmonidae; 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":[0.0008159963,0.0007989663,0.0007408148,0.002392543,0.0005157679,0.0007485789,0.0004871835,0.0007326353,0.003420813],"category_scores_gemma":[0.002266544,0.0005798228,0.0008715434,0.001044425,0.000475284,0.0005371878,0.0009815436,0.0007483478,0.005329025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003102193,"about_ca_system_score_gemma":0.00105593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003433593,"about_ca_topic_score_gemma":0.009448452,"domain_scores_codex":[0.9986546,0.0001113364,0.0001214027,0.0005655534,0.0004007492,0.0001462759],"domain_scores_gemma":[0.998194,0.0003136169,0.0003283155,0.000196993,0.0008314551,0.0001356238],"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":[0.0001653351,0.00005136896,0.01243219,0.0001945406,0.00004012276,0.0000791815,0.0002556264,0.0001176046,0.9578562,0.0002273161,0.0003481808,0.02823231],"study_design_scores_gemma":[0.0000553104,0.001228356,0.1659575,0.000236267,0.0002987001,0.00139977,0.0006011809,0.006410401,0.7942612,0.0009037774,0.02855945,0.00008806655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6698798,0.002266378,0.2845418,0.0002827505,0.0001448974,0.001611455,0.01952845,0.001768292,0.01997623],"genre_scores_gemma":[0.5023066,0.001688685,0.4457603,0.0007759317,0.00006258457,0.001397418,0.02162352,0.0004929272,0.02589196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003433593,"threshold_uncertainty_score":0.01144373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142814662986664,"score_gpt":0.2479638126771964,"score_spread":0.2165356660473298,"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."}}