{"id":"W2601401634","doi":"10.1139/as-2016-0032","title":"Stoichiometric homeostasis: a test to predict tundra vascular plant species and community-level responses to climate change","year":2017,"lang":"en","type":"article","venue":"Arctic Science","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Ontario Trillium Foundation; Aurora Research Institute","keywords":"Tundra; Plant community; Ecology; Vascular plant; Biology; Ecosystem; Dominance (genetics); Nutrient; Arctic; Arctic vegetation; Biomass (ecology); Ecological succession; Species richness","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003642471,0.0005873868,0.0004314133,0.001430003,0.0006902599,0.000975225,0.0005093142,0.000518934,0.001227361],"category_scores_gemma":[0.01123576,0.0002765196,0.0006127806,0.0008997662,0.0009085035,0.0013651,0.0008928938,0.0004875435,0.0002397326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007062972,"about_ca_system_score_gemma":0.0008173547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007505883,"about_ca_topic_score_gemma":0.004014743,"domain_scores_codex":[0.9989519,0.0004881345,0.00008455901,0.000216603,0.0001796116,0.00007918903],"domain_scores_gemma":[0.9926993,0.004598917,0.001360092,0.0005278869,0.0004899979,0.0003237391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005396939,0.0001365855,0.9614724,0.00004367593,0.0003150292,0.00005439441,0.0002903007,0.009819992,0.007144448,0.001288811,0.0003871966,0.01850748],"study_design_scores_gemma":[0.00004470169,0.001222537,0.7850625,0.00002160909,0.0001001826,0.0001982136,0.0008384634,0.2014876,0.00483156,0.005178909,0.0009630341,0.0000507417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782361,0.00007260029,0.01857048,0.00008627518,0.00001203447,0.0000777344,0.0005179116,0.0001227327,0.002304193],"genre_scores_gemma":[0.9942665,0.00001731233,0.005255261,0.00002374813,0.000009839313,0.00004771342,0.0002668382,0.00001100719,0.0001018484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007505883,"threshold_uncertainty_score":0.01926345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1718711242569778,"score_gpt":0.3004787565182686,"score_spread":0.1286076322612908,"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."}}