{"id":"W3076114454","doi":"10.22541/au.159414933.38550643","title":"Genomic evidence for parallel adaption to cities","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Urbanization; Evolutionary ecology; Context (archaeology); Natural selection; Evolutionary biology; Adaptation (eye); Population; Ecology; Biology; Functional ecology; Geography; Economic geography; Sociology; Neuroscience; Demography; Ecosystem; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002306993,0.000201753,0.0002442724,0.0006203002,0.0003493976,0.0004780821,0.0002809346,0.0005975979,0.004492951],"category_scores_gemma":[0.001144336,0.0002048369,0.0003212653,0.0009051533,0.0006564929,0.0001834901,0.0005132415,0.0004791275,0.0002844678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834684,"about_ca_system_score_gemma":0.0001206844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00204356,"about_ca_topic_score_gemma":0.003496316,"domain_scores_codex":[0.9997182,0.00002981089,0.0000112937,0.0001688268,0.00003942445,0.00003234831],"domain_scores_gemma":[0.9993277,0.0002483764,0.0001799953,0.0001053023,0.00005130281,0.00008739195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002082731,0.0001608977,0.6559122,0.0002726591,0.001518251,0.00375031,0.002094555,0.001951893,0.2683727,0.008071828,0.002878644,0.05293328],"study_design_scores_gemma":[0.00003293258,0.00006013491,0.9902713,0.00001365085,0.0001294304,0.0008612889,0.0002349075,0.0004288381,0.003005251,0.001864108,0.003082633,0.0000154969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961998,0.0002088105,0.0009048607,0.0001934143,0.00001700708,0.000004610934,0.000716183,0.00003848431,0.001716879],"genre_scores_gemma":[0.9976875,0.0001640212,0.0007551864,0.0001730477,0.00001658156,0.000007229208,0.0005731215,0.00001717666,0.0006063177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004492951,"threshold_uncertainty_score":0.01503038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09921937870332545,"score_gpt":0.3103219615465405,"score_spread":0.211102582843215,"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."}}