{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002031388,0.0001684329,0.0001680889,0.0004836778,0.0003134497,0.000448384,0.0001085963,0.0001856813,0.0007313068],"category_scores_gemma":[0.0003055679,0.0001079733,0.0001835133,0.001020807,0.0002667206,0.0001871655,0.0003617393,0.0001998474,0.00007993152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421644,"about_ca_system_score_gemma":0.0002309551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008220778,"about_ca_topic_score_gemma":0.02831159,"domain_scores_codex":[0.9998471,0.00003095704,0.000005883166,0.00006704663,0.00001760642,0.00003139396],"domain_scores_gemma":[0.9998191,0.00003120188,0.00008797206,0.00002009784,0.0000203551,0.0000212476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002079803,0.00005455517,0.8630751,0.00005741121,0.0001683171,0.0003414406,0.0009428544,0.001879935,0.118195,0.0004604249,0.0002625364,0.01435448],"study_design_scores_gemma":[0.000003545623,0.00002989738,0.9973175,0.000003425806,0.0000159313,0.00006284995,0.0005478966,0.0005308909,0.0007998781,0.000126207,0.0005577729,0.000004151587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995413,0.00004625021,0.0001192602,0.00001097813,6.315688e-7,0.00000150651,0.00007511419,0.000003091581,0.000202023],"genre_scores_gemma":[0.9994782,0.00005136253,0.0001472184,0.00001914561,8.185579e-7,0.000002318777,0.0002097586,0.000002649236,0.00008858946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008220778,"threshold_uncertainty_score":0.01634586,"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."}}