{"id":"W3049157130","doi":"10.1101/2020.08.16.253104","title":"Inconsistent effects of urbanization on amphibian genetic diversity","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecology; Habitat fragmentation; Amphibian; Genetic diversity; Population; Generalist and specialist species; Habitat destruction; Biology; Urbanization; Biodiversity; Population fragmentation; Species richness; Habitat; Metapopulation; Wildlife; Geography; Biological dispersal; 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":[0.0005900236,0.0001361139,0.0001652289,0.0006225968,0.0001415715,0.0003239466,0.0001118717,0.00008061478,0.001906935],"category_scores_gemma":[0.002014371,0.00007719247,0.0002239683,0.0004941054,0.0004514892,0.000216329,0.0002896636,0.0001684294,0.00009310215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659669,"about_ca_system_score_gemma":0.000129417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271278,"about_ca_topic_score_gemma":0.005778657,"domain_scores_codex":[0.9993449,0.000329495,0.00002620091,0.0001649287,0.00009605336,0.00003850951],"domain_scores_gemma":[0.9975381,0.001309472,0.0005641825,0.000254551,0.0002384313,0.0000953841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000277947,0.00002318354,0.9705243,0.00004311466,0.0002321699,0.0001052747,0.0003070499,0.001195466,0.01531435,0.0002830187,0.0001368791,0.01155723],"study_design_scores_gemma":[0.000001836697,0.00002223355,0.9983039,0.000003503338,0.00002432726,0.0000342496,0.0001235306,0.0005028984,0.0007336983,0.00009837051,0.0001493059,0.000002089299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986843,0.0000860272,0.0003652328,0.00002047874,0.000001684,0.000001627159,0.0001585135,0.000006366207,0.0006756977],"genre_scores_gemma":[0.9996647,0.00002538888,0.0001463949,0.000005502891,0.000001942808,0.000001229408,0.00008187723,0.000003210065,0.00006985821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00271278,"threshold_uncertainty_score":0.006379306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009895611394633,"score_gpt":0.1784538779627238,"score_spread":0.1683549218487775,"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."}}