{"id":"W4386864498","doi":"10.1111/fme.12655","title":"Genetic sex determination improves Canadian Atlantic salmon (<i>Salmo salar</i>) population assessments","year":2023,"lang":"en","type":"article","venue":"Fisheries Management and Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Salmo; Biology; Sexual dimorphism; Population; Fishery; Zoology; Sex ratio; Ecology; Demography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001912443,0.0001606056,0.0001664604,0.0001603923,0.000448252,0.00004826096,0.0001505319,0.00009251904,0.0008505552],"category_scores_gemma":[0.00001384881,0.0001693588,0.00002550126,0.0002712014,0.0001199968,0.0002400812,0.0004008663,0.00006915328,0.0004214926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474931,"about_ca_system_score_gemma":0.000003408491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0084607,"about_ca_topic_score_gemma":0.3589947,"domain_scores_codex":[0.9987672,0.00005170246,0.0001969442,0.0003886951,0.0001163992,0.0004790659],"domain_scores_gemma":[0.999644,0.00003426998,0.00006919886,0.0001650443,0.000004297828,0.00008312164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000607515,0.0000151725,0.9426116,0.00003541774,0.00003798559,0.00005973297,0.00007945568,0.00003499094,0.000006662638,0.00009880275,0.0479867,0.009027396],"study_design_scores_gemma":[0.0002327007,0.0001053384,0.9649823,0.000002861751,0.00005095568,0.000002366886,0.0002158933,0.001750272,0.000001332891,0.001239294,0.03124433,0.0001723768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96091,0.000003493891,0.00003474435,0.001397302,0.0004053846,0.000486677,0.000002508444,0.0001238444,0.0366361],"genre_scores_gemma":[0.9848366,0.0002239775,0.0005902794,0.0009454868,0.00003074147,0.0001493954,0.00008069733,0.00001628369,0.01312652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.350534,"threshold_uncertainty_score":0.9981421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009095362152018897,"score_gpt":0.2187690443745957,"score_spread":0.2096736822225768,"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."}}