{"id":"W4221120206","doi":"10.1002/ece3.8716","title":"Reduced genetic diversity associated with the northern expansion of an amphibian species with high habitat specialization, <i>Ascaphus truei</i>, resolved using two types of genetic markers","year":2022,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Genetic diversity; Biological dispersal; Range (aeronautics); Ecology; Microsatellite; Species richness; Population; Biology; Genetic structure; Geography; Allele","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001812599,0.0001251565,0.0001400585,0.0006583758,0.0004211383,0.000327535,0.0001602922,0.0001486625,0.001108271],"category_scores_gemma":[0.0003770841,0.00008768727,0.00009306549,0.0005244538,0.0004588832,0.00008950326,0.0002071864,0.0002710223,0.00005836379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003636703,"about_ca_system_score_gemma":0.0002176498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03895769,"about_ca_topic_score_gemma":0.09050717,"domain_scores_codex":[0.9998627,0.0000242585,0.000006584036,0.00005957501,0.00002365465,0.00002329934],"domain_scores_gemma":[0.9996023,0.00006587977,0.0001720215,0.00002416413,0.0000573779,0.00007824581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001739694,0.00002887933,0.9415968,0.00002539315,0.00008926522,0.0001407084,0.000420563,0.0003272635,0.05220754,0.0001116176,0.000185695,0.004692243],"study_design_scores_gemma":[9.20462e-7,0.000008528389,0.9993914,0.00000133456,0.000005591492,0.0000824124,0.00008172234,0.0001706916,0.0001982007,0.00001546706,0.00004268011,0.000001091768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999587,0.00001549111,0.00008570344,0.000008272695,4.116855e-7,9.596746e-7,0.00006165809,0.000002813328,0.0002377608],"genre_scores_gemma":[0.9998079,0.000006256168,0.00007622183,0.000005811287,9.314531e-7,0.000001097717,0.00005587677,7.497839e-7,0.00004511625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03895769,"threshold_uncertainty_score":0.07746184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00828423250781472,"score_gpt":0.1925148328952078,"score_spread":0.1842306003873931,"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."}}