{"id":"W3165554349","doi":"10.1111/mec.16005","title":"The population genetics of urban and rural amphibians in North America","year":2021,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Urbanization; Biology; Ecology; Population; Genetic diversity; Species richness; Amphibian; Biodiversity; Habitat; Wildlife; 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":[0.0003204504,0.00009677871,0.0001186545,0.0007649831,0.0002845627,0.0002452663,0.0001548739,0.0001140875,0.001230691],"category_scores_gemma":[0.0006457163,0.00007886126,0.00009873946,0.0005846767,0.0005587957,0.000191937,0.000238085,0.000149845,0.0000693557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003501464,"about_ca_system_score_gemma":0.0001517998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01712644,"about_ca_topic_score_gemma":0.04064494,"domain_scores_codex":[0.9998191,0.00006111799,0.00000880971,0.00006732116,0.00002735053,0.00001634611],"domain_scores_gemma":[0.9996567,0.00009942865,0.0001325777,0.00002256268,0.00004898838,0.00003975969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000637758,0.0000327021,0.9768486,0.00002376369,0.00009758893,0.00009923309,0.001954213,0.000545704,0.007508316,0.0004375681,0.0001551257,0.01223344],"study_design_scores_gemma":[0.00000140335,0.00001114908,0.9992625,0.000001880252,0.000005360188,0.00005895445,0.0002664874,0.0001574853,0.00003038975,0.0000812486,0.0001218693,0.000001240543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995773,0.00006561705,0.0001018912,0.00001531011,4.546221e-7,0.000001911502,0.00003129195,0.000001549763,0.0002045631],"genre_scores_gemma":[0.999599,0.00005930215,0.0001589295,0.000009499065,0.000001635838,0.000004120827,0.00006966641,0.000001187783,0.0000966482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01712644,"threshold_uncertainty_score":0.0340535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003802024690354619,"score_gpt":0.1915145864045324,"score_spread":0.1877125617141778,"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."}}