{"id":"W2943691880","doi":"10.1002/ece3.5112","title":"Landscape effects on the contemporary genetic structure of Ruffed Grouse (<i>Bonasa umbellus</i>) populations","year":2019,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Alberta Conservation Association","keywords":"Biological dispersal; Grouse; Ecology; Habitat fragmentation; Habitat; Population; Biology; Genetic structure; Gene flow; Fragmentation (computing); Range (aeronautics); Resistance (ecology); Geography; Genetic variation; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003533423,0.0002195151,0.0002303718,0.001030384,0.0004344303,0.0005352568,0.0002071028,0.0002211468,0.001078772],"category_scores_gemma":[0.0007020817,0.00009817464,0.0001645008,0.0005360326,0.0005605956,0.0002022623,0.0003741885,0.0001946265,0.00007116359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000318383,"about_ca_system_score_gemma":0.0001097882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006436517,"about_ca_topic_score_gemma":0.02214563,"domain_scores_codex":[0.9997557,0.00008318688,0.00001038879,0.0000829032,0.00002330151,0.00004448836],"domain_scores_gemma":[0.9994412,0.0001612502,0.0001954585,0.00003347325,0.00006167721,0.0001067996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001476455,0.00003942961,0.9695268,0.00002429809,0.0001497382,0.0001510665,0.0008118668,0.0003535358,0.02364667,0.0001575112,0.00004951678,0.004941993],"study_design_scores_gemma":[7.342231e-7,0.00001987437,0.9995041,0.000003321562,0.0000070076,0.00003147464,0.0001318724,0.0001384732,0.00008871714,0.00001210675,0.00006063309,0.000001591952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997497,0.00002972212,0.00005613351,0.000003504386,6.00191e-7,8.936902e-7,0.0000290949,9.510209e-7,0.0001294719],"genre_scores_gemma":[0.9998322,0.00001145118,0.00007356938,0.000005384491,0.000001147259,0.000001821412,0.00004517624,9.515284e-7,0.00002825386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006436517,"threshold_uncertainty_score":0.01279813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007549501074572857,"score_gpt":0.2023905121244069,"score_spread":0.194841011049834,"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."}}