{"id":"W3047795977","doi":"10.1111/mec.15589","title":"Genomic evidence for parallel adaptation to cities","year":2020,"lang":"en","type":"letter","venue":"Molecular Ecology","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Evolutionary ecology; Urbanization; Natural selection; Context (archaeology); Adaptation (eye); Evolutionary biology; Molecular ecology; Ecology; Population; Functional ecology; Parallel evolution; Phylogenetics; Gene; Neuroscience; Genetics; Ecosystem; Sociology; 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":[0.0008798012,0.0003308661,0.0003363977,0.0005203059,0.0008407623,0.0007014922,0.0006462944,0.00755566,0.004947615],"category_scores_gemma":[0.004973989,0.0002099603,0.0002942507,0.0005621061,0.001794065,0.0005657637,0.0007527098,0.004023296,0.001203221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005471027,"about_ca_system_score_gemma":0.0002452946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376248,"about_ca_topic_score_gemma":0.002348617,"domain_scores_codex":[0.9993062,0.0001748473,0.00005199552,0.0002165918,0.0001622781,0.00008814926],"domain_scores_gemma":[0.9956607,0.002965679,0.0003842765,0.0002863448,0.000362361,0.000340531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002009392,0.0002912498,0.1643657,0.0004582466,0.0004756911,0.06244738,0.002220002,0.001324105,0.03871099,0.02503153,0.5055014,0.1971643],"study_design_scores_gemma":[0.0007918089,0.0006810409,0.2768863,0.0005035497,0.0003740882,0.07113688,0.003231953,0.004607802,0.009808589,0.07427543,0.5574434,0.0002591644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2183672,0.007446993,0.003643018,0.7297598,0.01263789,0.00006550788,0.001089754,0.0003808883,0.02660904],"genre_scores_gemma":[0.6183224,0.00584319,0.002204528,0.3415992,0.02331291,0.0000870584,0.0004183824,0.00008704354,0.00812529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00755566,"threshold_uncertainty_score":0.01655138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04011043676038066,"score_gpt":0.2641031178808362,"score_spread":0.2239926811204556,"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."}}