{"id":"W4404554860","doi":"10.1002/ece3.70568","title":"The Development of DNA Markers to Resolve Uncertainties of Seabird Bycatch Identification From Longline Fisheries in Australian Waters","year":2024,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Australian Antarctic Division","keywords":"Bycatch; Seabird; Albatross; Biology; Fishery; Population; Identification (biology); Petrel; Ecology; Fishing; Geography","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":[0.001512592,0.000322733,0.0002525354,0.001460438,0.0003694306,0.0006734039,0.0004297919,0.0004349441,0.0006750742],"category_scores_gemma":[0.003700122,0.0002574891,0.0002675647,0.0009249569,0.0003378549,0.000310996,0.0005693389,0.0004844446,0.0002397886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004909337,"about_ca_system_score_gemma":0.0004617058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345511,"about_ca_topic_score_gemma":0.03147224,"domain_scores_codex":[0.9992812,0.0002185288,0.00006197805,0.0001631702,0.0002151911,0.0000600461],"domain_scores_gemma":[0.9974256,0.0005748119,0.001083255,0.0001773598,0.0005968906,0.0001421074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002896605,0.0001124506,0.579356,0.0003758406,0.0001586325,0.0002898379,0.002338823,0.002735239,0.3280999,0.0003790003,0.0003519625,0.08551276],"study_design_scores_gemma":[0.00001577721,0.0003339601,0.9409644,0.0001261556,0.0001119323,0.0004279309,0.0007600474,0.01364334,0.03983695,0.0002515817,0.003505986,0.00002185027],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99139,0.0003460937,0.006859198,0.00004846083,0.00001031793,0.00004528243,0.0003211169,0.00003368453,0.000945874],"genre_scores_gemma":[0.9796482,0.0001526363,0.01890326,0.00006393888,0.000004990425,0.00003389411,0.0005193549,0.00001110773,0.000662558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01345511,"threshold_uncertainty_score":0.02675354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442470013666811,"score_gpt":0.2567373552779658,"score_spread":0.2423126551412977,"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."}}