{"id":"W4220859776","doi":"10.1126/science.abk0989","title":"Global urban environmental change drives adaptation in white clover","year":2022,"lang":"en","type":"article","venue":"Science","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of New Brunswick; University of Manitoba; Laurentian University; Brock University; Concordia University; Saint Mary's University; University of Ottawa; Nipissing University; Université Laval; Mount Allison University; University of Alberta; Genome British Columbia; University of British Columbia; Université de Moncton; University of Toronto; MacEwan University; Queen's University","funders":"Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada; Agencia Nacional de Investigación y Desarrollo; Max-Planck-Gesellschaft; Université de Moncton; MacEwan University; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Sight Research UK; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Comisión Nacional de Investigación Científica y Tecnológica; University of Wisconsin-Madison; National Science Foundation; Compute Canada; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Urbanization; Adaptation (eye); Geography; Biology; Environmental change; Ecology; Abiotic component; Economic geography; Climate change","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":[0.0002582452,0.00005440415,0.00005205654,0.00001126191,0.0003490555,0.00002735069,0.0002722411,0.00001242608,0.0003721829],"category_scores_gemma":[0.000004346492,0.00002300473,0.00002131472,0.0005546106,0.00008855155,0.0001625508,0.0001384584,0.00004330014,0.00001119658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121314,"about_ca_system_score_gemma":0.00000764721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003172627,"about_ca_topic_score_gemma":0.000528524,"domain_scores_codex":[0.9990808,0.00003055747,0.00007365263,0.0002442178,0.0003520456,0.0002186735],"domain_scores_gemma":[0.9998763,0.000008338349,0.00003421967,0.00002972312,0.00000304859,0.00004838511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002020426,0.0001123427,0.2046373,8.988064e-7,7.366642e-7,0.000028167,0.0006186137,0.0001320348,0.763625,0.000979752,0.00008283689,0.02976202],"study_design_scores_gemma":[0.00005972264,0.0001144539,0.9862215,0.000002560967,9.843424e-7,0.000009614072,0.001918124,0.001483447,0.0003275036,0.0003461929,0.009411586,0.0001043277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985265,0.0001468332,0.000004450402,0.0002515677,0.0001886745,0.0001079314,0.0002169076,0.00001363073,0.0005434898],"genre_scores_gemma":[0.9994556,0.00001436148,0.00006558208,0.0002008326,0.00004964008,0.00002302839,0.00001969382,1.771992e-7,0.0001710413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7815841,"threshold_uncertainty_score":0.4075142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930233326094162,"score_gpt":0.1930736084534243,"score_spread":0.1737712751924826,"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."}}