{"id":"W4414886249","doi":"10.1007/s10592-026-01776-9","title":"Urbanization drives genetic erosion and population structure in a historically connected carnivore population","year":2025,"lang":"en","type":"article","venue":"Conservation Genetics","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation; Claude Leon Foundation; University of Cape Town; Universiteit Stellenbosch; Cape Leopard Trust","keywords":"Urbanization; Genetic structure; Population; Wildlife; Gene flow; Habitat fragmentation; Genetic diversity; Range (aeronautics); Microsatellite; Species richness","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004417792,0.00008319601,0.00009568275,0.00006590581,0.0001757175,0.0000130878,0.0000554282,0.000114837,0.00006168474],"category_scores_gemma":[0.00008557668,0.0000873336,0.00001096603,0.0003153814,0.00005936773,0.00006732694,0.00008560837,0.00006113084,0.000003889433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839202,"about_ca_system_score_gemma":0.000007002312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008402907,"about_ca_topic_score_gemma":0.007466077,"domain_scores_codex":[0.9993827,0.00005842021,0.000171117,0.000206914,0.0000845903,0.00009626025],"domain_scores_gemma":[0.9997604,0.00004140302,0.00007019223,0.00008641816,0.0000217206,0.00001986426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001033474,0.0000123627,0.9943126,0.000008607805,0.000003634976,5.966074e-7,0.0002061121,0.001144539,0.001896268,0.0000969445,0.000660179,0.001647844],"study_design_scores_gemma":[0.0002737288,0.00002472779,0.9929226,0.000009451565,0.00001830363,6.203179e-7,0.00003555292,0.004347993,0.00006724605,0.001659258,0.0005565674,0.000083962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982378,0.0001987186,0.000438422,0.0006715159,0.0001400666,0.000200189,0.000005065264,0.00002345376,0.00008469298],"genre_scores_gemma":[0.9968554,0.00008464316,0.002308436,0.0004664157,0.000008708937,0.000003023736,0.00008529402,0.00000300707,0.000185017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006625786,"threshold_uncertainty_score":0.4166246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005606052596256215,"score_gpt":0.194299516002279,"score_spread":0.1886934634060227,"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."}}