{"id":"W4394614104","doi":"10.1111/geb.13834","title":"Microclimate, an important part of ecology and biogeography","year":2024,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Environment and Climate Change Canada; University of British Columbia","funders":"H2020 European Research Council; College of Natural Resources and Sciences, Humboldt State University; AgroParisTech; Ministerio de Ciencia e Innovación; Danmarks Frie Forskningsfond; Academy of Finland; Institut Polaire Français Paul Emile Victor; Fonds Wetenschappelijk Onderzoek; Svenska Forskningsrådet Formas; Grantová Agentura České Republiky; Sight Research UK; Natural Environment Research Council; Akademie Věd České Republiky; Agence Nationale de la Recherche; Danmarks Grundforskningsfond; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Villum Fonden","keywords":"Microclimate; Biogeography; Ecology; Insular biogeography; Geography; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519988,0.000169376,0.0002165465,0.0001238707,0.0001190343,0.00002822453,0.0001054756,0.0002206564,0.0003672415],"category_scores_gemma":[0.000007793908,0.0001438098,0.00008794024,0.0006038584,0.0009193073,0.000174872,0.0001265581,0.00008578948,0.00002545832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000179893,"about_ca_system_score_gemma":0.00001191335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003692069,"about_ca_topic_score_gemma":0.002170937,"domain_scores_codex":[0.9987416,0.00006748939,0.0002981249,0.000468817,0.00008493838,0.0003389829],"domain_scores_gemma":[0.9995944,0.00004529736,0.0000621014,0.0001495898,0.000009272374,0.0001393757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002315072,0.00007732725,0.9926009,0.00002509611,0.00005627037,0.00002326733,0.00004667224,4.83325e-7,0.002335587,0.001135466,0.001850414,0.001825374],"study_design_scores_gemma":[0.0002253927,0.000522966,0.9776921,0.0000103204,0.00007474625,0.00009705071,0.00005682016,0.00004268302,0.0004612937,0.006658162,0.0139941,0.0001643349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954901,0.001691203,0.000002710005,0.0002561118,0.000341261,0.0002020799,0.0003543654,0.00006908004,0.001593029],"genre_scores_gemma":[0.9979827,0.001183246,0.0003870428,0.0003149835,0.00002887826,0.00001805169,0.00007003759,0.000006249984,0.000008840324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490876,"threshold_uncertainty_score":0.5864393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005118364483383342,"score_gpt":0.2139002835028883,"score_spread":0.2087819190195049,"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."}}