{"id":"W4409190820","doi":"10.1002/edn3.70092","title":"Development, Validation, and Implementation of <scp>eDNA</scp>‐Focused <scp>qPCR</scp> Assays to Detect and Distinguish Between Goldfish (<scp><i>Carassius auratus</i></scp>) and Prussian Carp (<scp><i>Carassius gibelio</i></scp>)","year":2025,"lang":"en","type":"article","venue":"Environmental DNA","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Government of Alberta; University of Alberta","funders":"Fisheries and Oceans Canada; Alberta Innovates","keywords":"Carassius; Carassius auratus; Carp; Chemistry; Fishery; Biology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006183474,0.001151673,0.0005492402,0.001057969,0.0009777276,0.001380669,0.001709004,0.001061284,0.00100592],"category_scores_gemma":[0.004064513,0.0006625095,0.0006295168,0.0005605849,0.00155395,0.0005154332,0.001029241,0.001036137,0.0009297174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526444,"about_ca_system_score_gemma":0.0073736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0459099,"about_ca_topic_score_gemma":0.09222922,"domain_scores_codex":[0.9941185,0.0006693568,0.0003130342,0.001193154,0.003294425,0.0004116103],"domain_scores_gemma":[0.9961724,0.000404003,0.0004344542,0.0005302666,0.002235388,0.0002235547],"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":[0.00007679352,0.0001024589,0.008927587,0.0001615934,0.00003384351,0.00005045982,0.0002296798,0.002038273,0.9715244,0.0005074919,0.0005683965,0.01577907],"study_design_scores_gemma":[0.00003327715,0.000705044,0.02607673,0.00007876732,0.00009458427,0.0001901783,0.0002281683,0.01202948,0.9465432,0.0002384625,0.01372985,0.00005236268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5313617,0.00129698,0.4437457,0.0006601742,0.000253039,0.004026788,0.004441252,0.003991262,0.01022303],"genre_scores_gemma":[0.5854568,0.0006301015,0.3915354,0.0009792654,0.00004118573,0.001917852,0.007248497,0.0005010978,0.01168981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0459099,"threshold_uncertainty_score":0.09128529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009184770927752245,"score_gpt":0.2265887694219131,"score_spread":0.2174039984941609,"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."}}