{"id":"W2301959858","doi":"10.1111/jfb.12922","title":"Real‐time<scp>PCR</scp>identification of lake whitefish<i>Coregonus clupeaformis</i>in the<scp>L</scp>aurentian<scp>G</scp>reat<scp>L</scp>akes","year":2016,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; University of Guelph","funders":"","keywords":"Coregonus clupeaformis; Amplicon; Biology; Standard curve; Real-time polymerase chain reaction; Fish <Actinopterygii>; Molecular biology; Mitochondrial DNA; Polymerase chain reaction; Fishery; Gene; Genetics; Biochemistry","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":[0.0004792075,0.0004775797,0.0002387351,0.0006142494,0.0002316186,0.0004384972,0.0004053365,0.000416649,0.001002421],"category_scores_gemma":[0.0008257327,0.0002374403,0.0002639855,0.0003538685,0.0004628533,0.0003454649,0.0002843425,0.0003602118,0.0003591175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126927,"about_ca_system_score_gemma":0.0004283477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540968,"about_ca_topic_score_gemma":0.004629859,"domain_scores_codex":[0.9994164,0.00006747661,0.00003328235,0.0002632559,0.0001614212,0.0000582243],"domain_scores_gemma":[0.9996222,0.00006449147,0.0001371401,0.00002069791,0.0001277434,0.00002763728],"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":[0.0001296576,0.00004039289,0.01916729,0.00008253354,0.00001202703,0.00008941117,0.0002406704,0.0002159196,0.9656082,0.0001104767,0.00009984987,0.01420365],"study_design_scores_gemma":[0.00003533226,0.001004679,0.1865494,0.00006542506,0.00009009263,0.0009804484,0.0006395776,0.01125694,0.7918821,0.0002046233,0.007237462,0.00005393809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970345,0.0003771528,0.02632852,0.00008019263,0.00003271163,0.0001117262,0.0005677944,0.0001825493,0.00197428],"genre_scores_gemma":[0.9234929,0.000305194,0.06881809,0.0002020222,0.00001644614,0.0003352594,0.001478891,0.00004590441,0.005305348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.998459,"threshold_uncertainty_score":0.003353477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135131247793751,"score_gpt":0.2168592994850305,"score_spread":0.2055079870070931,"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."}}