{"id":"W2148995183","doi":"10.1023/b:coge.0000031140.41379.73","title":"DNA in Action: Rapid Application of DNA Variation to Sockeye Salmon Fisheries Management","year":2004,"lang":"en","type":"article","venue":"Conservation Genetics","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pacific Salmon Commission; Fisheries and Oceans Canada","funders":"","keywords":"Fishery; Stock (firearms); Fisheries management; Biology; Fish stock; Biodiversity; Population; Adaptive management; Ecology; Fish <Actinopterygii>; Geography; Fishing","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":[0.002211887,0.0005635029,0.0006447244,0.001688471,0.0002337502,0.0008839307,0.0006627527,0.0008739728,0.003681565],"category_scores_gemma":[0.003149016,0.0004319229,0.0003168444,0.00112422,0.000514882,0.0005323348,0.0009052891,0.001039629,0.001630832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379166,"about_ca_system_score_gemma":0.0004093471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214088,"about_ca_topic_score_gemma":0.004975575,"domain_scores_codex":[0.9988034,0.0002589579,0.00003609672,0.0003951811,0.000407998,0.00009834625],"domain_scores_gemma":[0.9983202,0.0007479564,0.0002807459,0.0001130395,0.0002533094,0.0002847835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001813357,0.00023227,0.04787306,0.0003230047,0.0002337729,0.0002480818,0.0005035986,0.002245548,0.4438002,0.002633575,0.01129741,0.4887961],"study_design_scores_gemma":[0.001209636,0.003300142,0.2288456,0.0001666787,0.0009075474,0.00264311,0.0007192668,0.08885545,0.5732642,0.008781076,0.09087732,0.0004299087],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4477555,0.004417462,0.4935575,0.001851924,0.001250515,0.001053707,0.02094032,0.01213876,0.01703433],"genre_scores_gemma":[0.4244748,0.001099642,0.5523004,0.001470189,0.0003236766,0.0008092212,0.004790362,0.0005820165,0.01414967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003681565,"threshold_uncertainty_score":0.01231611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894991419822823,"score_gpt":0.2734303416903975,"score_spread":0.2444804274921692,"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."}}