{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002088963,0.0002862378,0.0002676453,0.0006262208,0.0005192947,0.000728724,0.0004290988,0.0001634105,0.001123973],"category_scores_gemma":[0.00460364,0.0001101661,0.0001933068,0.0005024078,0.0003444972,0.0002006224,0.000410904,0.0002820185,0.0002149349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126326,"about_ca_system_score_gemma":0.001295537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3078083,"about_ca_topic_score_gemma":0.5965506,"domain_scores_codex":[0.9991035,0.0001813042,0.00005081106,0.0001953849,0.0003890616,0.00007981087],"domain_scores_gemma":[0.9965576,0.0005402985,0.0009231433,0.0002698404,0.001562508,0.0001465053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009037308,0.00003165144,0.9416397,0.00003028799,0.00009360025,0.00003590609,0.0004333223,0.001090986,0.01231469,0.000075549,0.0006037022,0.04356036],"study_design_scores_gemma":[0.000002685896,0.00005848824,0.9946825,0.00001247037,0.00003329136,0.00003489875,0.0001345998,0.001928713,0.002483108,0.00003664844,0.0005842698,0.000008375157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951636,0.000152492,0.002419586,0.00006602397,0.00001142619,0.00001714339,0.0004510211,0.00005497701,0.001663774],"genre_scores_gemma":[0.9962267,0.00004380039,0.002858493,0.00003488743,0.000003827162,0.000005998447,0.0003059821,0.00001199091,0.0005083719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6921917,"threshold_uncertainty_score":0.6120332,"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."}}