{"id":"W2916353018","doi":"10.1111/1365-2745.13499","title":"Environmental drivers of <i>Sphagnum</i> growth in peatlands across the Holarctic region","year":2020,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Center for Northern Studies; Université Laval; University of Saskatchewan; McGill University; University of Calgary; Carleton University; Wilfrid Laurier University","funders":"Provincia autonoma di Bolzano - Alto Adige; Ministry of Science and Higher Education of the Russian Federation; Università degli Studi di Ferrara; Russian Science Foundation; Narodowym Centrum Nauki; Russian Foundation for Basic Research; Academy of Finland; National Natural Science Foundation of China; National Science Foundation; Nature Conservancy; Siberian Branch, Russian Academy of Sciences; Wildlife Conservation Society; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Grantová Agentura České Republiky; Natural Sciences and Engineering Research Council of Canada; W. Garfield Weston Foundation; Vetenskapsrådet","keywords":"Sphagnum; Peat; Bryophyte; Environmental science; Vascular plant; Moss; Ecology; Abiotic component; Precipitation; Ecosystem; Botany; Biology; Geography","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":[0.0003440005,0.00009639094,0.0002752104,0.00002394954,0.0000634475,0.000006685148,0.0003525113,0.00009565254,0.0004192761],"category_scores_gemma":[0.00008855983,0.00006426255,0.0001002032,0.0001336648,0.0002830125,0.0001443142,0.0001683465,0.0003068568,0.00002450536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075891,"about_ca_system_score_gemma":0.00001443847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002372733,"about_ca_topic_score_gemma":0.0001552434,"domain_scores_codex":[0.9989241,0.0001274656,0.0004075212,0.0001315439,0.0001547775,0.0002545946],"domain_scores_gemma":[0.9993075,0.000149753,0.0003571548,0.00008225595,0.000005642576,0.00009768421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001155585,0.00008867885,0.9921426,0.000004168789,0.00001726816,0.0001734637,0.001440823,0.0003206585,0.002871964,0.0000123345,0.002399487,0.0004129971],"study_design_scores_gemma":[0.001325473,0.0007221156,0.9930116,0.000003816531,0.00001913685,0.0002761733,0.0005117024,0.0001363563,0.0004833233,0.0002306802,0.003206391,0.00007322729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944216,0.00004847119,0.00003732705,0.004687135,0.0001343164,0.00007465816,0.00000297217,0.000002257589,0.0005912717],"genre_scores_gemma":[0.9982144,0.0002219633,0.00006164224,0.00139023,0.00007695174,0.000001715129,0.000001754942,0.000006556408,0.00002476496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00379283,"threshold_uncertainty_score":0.459078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002741398632087,"score_gpt":0.2140038739402129,"score_spread":0.203976459953892,"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."}}