{"id":"W4403371929","doi":"10.1101/2024.10.10.617648","title":"Population genomics reveals strong impacts of genetic drift without purging and guides conservation of bull and giant kelp","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; University of Victoria","funders":"","keywords":"Kelp; Biology; Genetic drift; Inbreeding depression; Population bottleneck; Selfing; Genetic diversity; Population; Genetic variation; Population genomics; Macrocystis pyrifera; Effective population size; Inbreeding; Ecology; Evolutionary biology; Allele; Genetics; Genomics; Genome; Demography","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":[0.0003062974,0.0001396382,0.0002016115,0.0005091939,0.0003256416,0.0003643571,0.0002552869,0.0002204209,0.0005873871],"category_scores_gemma":[0.0004216386,0.00009640172,0.0001503386,0.0005365627,0.0004090089,0.0002389829,0.000369247,0.0003952772,0.00008043096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004228365,"about_ca_system_score_gemma":0.0003106028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007258629,"about_ca_topic_score_gemma":0.0185466,"domain_scores_codex":[0.9998552,0.00001712546,0.000007289485,0.00007331641,0.00002800131,0.00001905423],"domain_scores_gemma":[0.9996489,0.0000908056,0.0001306031,0.00002853771,0.00005432358,0.0000468073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002471851,0.00005893471,0.4116631,0.0002744086,0.0002623145,0.000432034,0.001644634,0.002184829,0.549022,0.001223176,0.0003875085,0.03259985],"study_design_scores_gemma":[0.000005696343,0.00004667783,0.9941381,0.00001432107,0.0000450802,0.0001834454,0.0004044367,0.001363296,0.002285577,0.000530057,0.0009719135,0.00001139815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979887,0.0002241268,0.0009591921,0.00003985071,0.000002208257,0.000003676119,0.0001932905,0.00001476391,0.0005741373],"genre_scores_gemma":[0.9983395,0.0001101653,0.0009598935,0.00007585778,0.000003564599,0.00000563649,0.0002916038,0.000008886457,0.0002047772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007258629,"threshold_uncertainty_score":0.01443273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058203069140803,"score_gpt":0.2227093679338006,"score_spread":0.2121273372423926,"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."}}