{"id":"W2042839604","doi":"10.1098/rspb.2014.0370","title":"Population size, habitat fragmentation, and the nature of adaptive variation in a stream fish","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université Laval; Concordia University","funders":"","keywords":"Biology; Habitat fragmentation; Genetic drift; Population; Population size; Small population size; Genetic variation; Fragmentation (computing); Population fragmentation; Effective population size; Ecology; Local adaptation; Evolutionary biology; Natural selection; Genetic variability; Habitat; Genetics; Gene flow; Demography; Genotype; Gene","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":[0.0005879294,0.00007995157,0.0001711511,0.0004813142,0.0001986808,0.0003674706,0.0001680816,0.0001674754,0.0004800478],"category_scores_gemma":[0.001281731,0.0001246909,0.0001479674,0.0003609534,0.0007651869,0.0003028319,0.000283378,0.0001822119,0.0000471401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003208365,"about_ca_system_score_gemma":0.0001656687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778716,"about_ca_topic_score_gemma":0.00424261,"domain_scores_codex":[0.9998661,0.00004803118,0.00001162443,0.00003755799,0.00002173618,0.00001492087],"domain_scores_gemma":[0.9992087,0.0003021971,0.0002934927,0.00004796569,0.00005997101,0.0000876942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002310958,0.00003142272,0.9365234,0.00003823712,0.0002071069,0.0001520272,0.0004438304,0.002032517,0.0493657,0.0004935472,0.00005825218,0.01042278],"study_design_scores_gemma":[0.000003018914,0.00003692691,0.9984047,0.000002367892,0.00001350099,0.00005334857,0.00007059077,0.0008879947,0.000225147,0.0002696828,0.00002891596,0.000003861073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996853,0.00005819117,0.0001321678,0.00001266105,4.693941e-7,4.435572e-7,0.000007926352,0.000001249806,0.0001015889],"genre_scores_gemma":[0.9998266,0.00002815397,0.00008767907,0.000006318898,0.000001668851,9.172149e-7,0.0000155344,7.992511e-7,0.00003227924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001778716,"threshold_uncertainty_score":0.003536761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008018390752626555,"score_gpt":0.2225549021330427,"score_spread":0.2145365113804162,"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."}}