{"id":"W7043826888","doi":"","title":"Towards a sustainable Arctic fishery: Population genomics of lake whitefish in a hybrid species complex","year":2019,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Fishing; Population; Range (aeronautics); Fisheries management; Population genomics; Biodiversity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004205532,0.0001412915,0.0001339608,0.0004562189,0.0004464258,0.0004205788,0.0002100148,0.0002291313,0.0005899792],"category_scores_gemma":[0.0003700248,0.00008143347,0.000166687,0.0004523333,0.000229819,0.0002809485,0.0003973642,0.0003630813,0.00006408725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006698536,"about_ca_system_score_gemma":0.000438628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02362086,"about_ca_topic_score_gemma":0.05284952,"domain_scores_codex":[0.9998993,0.00001763106,0.000003444055,0.00004112792,0.00002129598,0.00001714526],"domain_scores_gemma":[0.999858,0.00002091349,0.00004144708,0.000008766506,0.00002971542,0.00004117729],"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":[0.0002658252,0.0001560479,0.7355798,0.00008797559,0.0002888516,0.0002590675,0.003368295,0.001314058,0.1870647,0.002121203,0.001148991,0.06834523],"study_design_scores_gemma":[0.000005028328,0.00005305174,0.9949405,0.00001419989,0.00002856236,0.00008106005,0.001024781,0.001065826,0.000738233,0.000545089,0.001495192,0.00000855775],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976206,0.0001154095,0.001071051,0.0002301212,0.000003595369,0.000005579333,0.0001710967,0.00001121676,0.0007712598],"genre_scores_gemma":[0.9956645,0.0001775106,0.002729069,0.0002152722,0.000006269233,0.00001993267,0.0004494885,0.000008727657,0.0007291731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02362086,"threshold_uncertainty_score":0.04696679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006702462498447756,"score_gpt":0.1867163244557303,"score_spread":0.1800138619572825,"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."}}