{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000284111,0.0001414856,0.0001638889,0.0001216203,0.0000908037,0.00006960345,0.0002685818,0.0001313815,0.0001113093],"category_scores_gemma":[0.0001200055,0.0001569248,0.00008744521,0.0002377734,0.0001389426,0.000009028816,0.00006235806,0.00004988517,0.00009276295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002790379,"about_ca_system_score_gemma":0.00005843709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001632472,"about_ca_topic_score_gemma":0.00002770005,"domain_scores_codex":[0.9985901,0.00009493835,0.0005281316,0.0003926413,0.0002345465,0.0001596611],"domain_scores_gemma":[0.9984288,0.00003797285,0.0004060779,0.0006786422,0.0003965801,0.00005187768],"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":[0.00001622482,0.00004368458,0.02310593,0.00003896662,0.00003193265,7.121544e-8,0.0002205846,0.0002276824,0.9746493,0.0002340532,0.0009809481,0.0004506643],"study_design_scores_gemma":[0.0001898173,0.00006655784,0.06630238,0.00001566786,0.00001823732,0.000003087235,0.0002776902,0.000543793,0.8390459,0.00004124993,0.09333372,0.0001618395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903441,0.0004123813,0.003301733,0.000257391,0.0002876607,0.0003054879,0.00003051487,0.00002888713,0.00503186],"genre_scores_gemma":[0.9901454,0.00009018445,0.0004303715,0.0001759923,0.00008650914,0.00002056177,0.0003002012,0.00002540599,0.008725416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356033,"threshold_uncertainty_score":0.6399207,"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."}}