{"id":"W4213058252","doi":"10.1002/ece3.8590","title":"Think globally, measure locally: The MIREN standardized protocol for monitoring plant species distributions along elevation gradients","year":2022,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Horizon 2020 Framework Programme; Universidad de Concepción; Universidad Nacional de Cuyo; Afromontane Research Unit, University of the Free State; Rufford Foundation; Université de Lausanne; Vetenskapsrådet; Agencia Nacional de Investigación y Desarrollo; Akademie Věd České Republiky; Instituto de Ecología y Biodiversidad; Secretaría de Educación Superior, Ciencia, Tecnología e Innovación; Österreichischen Akademie der Wissenschaften; Comisión Nacional de Investigación Científica y Tecnológica; Universiteit van die Vrystaat; Missouri Botanical Garden; Murdoch University; Fondo Nacional de Desarrollo Científico y Tecnológico; Centers for Disease Control and Prevention; Fonds Wetenschappelijk Onderzoek; U.S. Forest Service; Technology Agency of the Czech Republic; Deutsche Forschungsgemeinschaft; Universität für Bodenkultur Wien; Strong","keywords":"Species richness; Range (aeronautics); Ecology; Plant community; Elevation (ballistics); Climate change; Vegetation (pathology); Species distribution; Native plant; Replicate; Global change; Geography; Sampling (signal processing); Introduced species; Environmental science; Physical geography; Habitat; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02345995,0.001707217,0.001555223,0.003879306,0.002091833,0.002089837,0.002576374,0.002531308,0.03137032],"category_scores_gemma":[0.03414023,0.00144146,0.001467088,0.003522536,0.001802541,0.002473277,0.003914963,0.003128808,0.02055319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238087,"about_ca_system_score_gemma":0.004566957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002770914,"about_ca_topic_score_gemma":0.007268226,"domain_scores_codex":[0.980396,0.01032512,0.003343162,0.00196202,0.002948267,0.00102559],"domain_scores_gemma":[0.9713318,0.006410156,0.003424266,0.009381608,0.008392573,0.001059476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006649415,0.002358362,0.03601868,0.004874917,0.000433059,0.002011517,0.007580831,0.004296539,0.1091125,0.02985873,0.4371815,0.3596239],"study_design_scores_gemma":[0.001774397,0.00277527,0.08864981,0.00178909,0.0002021279,0.0007037398,0.002644483,0.008924972,0.0314851,0.02226829,0.8382889,0.0004937061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.04517313,0.0006750976,0.6583139,0.002332008,0.001450314,0.1723904,0.05777493,0.0149692,0.0469209],"genre_scores_gemma":[0.02971802,0.0004598354,0.5026321,0.001262121,0.0001770097,0.4316185,0.01851904,0.001644999,0.01396846],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.03137032,"threshold_uncertainty_score":0.1240696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020472168639842,"score_gpt":0.2663690969832817,"score_spread":0.2361643752968832,"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."}}