{"id":"W3092951030","doi":"10.1080/15230430.2020.1815360","title":"Responses of low Arctic tundra plant species to experimental manipulations: Differences between abiotic and biotic factors and between short- and long-term effects","year":2020,"lang":"en","type":"article","venue":"Arctic Antarctic and Alpine Research","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"China Scholarship Council; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Tundra; Plant community; Environmental science; Ecology; Biomass (ecology); Deciduous; Evergreen; Arctic vegetation; Arctic; Abiotic component; Biology; Ecological succession","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003638871,0.0002609229,0.0004997595,0.0002363518,0.0003764257,0.0001813429,0.0001458041,0.00008755054,0.0003784588],"category_scores_gemma":[0.000270625,0.0001981107,0.00003403619,0.0003101363,0.0007498112,0.0002266564,0.0001652519,0.0002835807,0.000007857934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001145669,"about_ca_system_score_gemma":0.00003195793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002366801,"about_ca_topic_score_gemma":0.0007120248,"domain_scores_codex":[0.9979486,0.0002527277,0.0003138204,0.0005302183,0.0004496237,0.0005050395],"domain_scores_gemma":[0.9966804,0.002483431,0.00004704178,0.0001507679,0.00005784286,0.0005804838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001281923,0.00001837853,0.9929178,0.0009811439,0.00006281982,0.00002628043,0.00337772,2.70655e-7,0.001264533,0.000016274,0.00001139055,0.001195236],"study_design_scores_gemma":[0.0003635751,0.00121931,0.9946637,0.0003636649,0.00005535256,0.00002611807,0.001685039,0.0001526092,0.001136197,0.00008602261,0.00002042952,0.0002279498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939632,0.003245761,0.000009686972,0.001605303,0.00003621401,0.0005230098,0.0005875273,0.0000154874,0.00001381349],"genre_scores_gemma":[0.9976336,0.001713668,0.00004412021,0.0001018824,0.0001765539,0.000002754318,0.0002910111,0.00001019857,0.00002620063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003670414,"threshold_uncertainty_score":0.8078719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1882148535080588,"score_gpt":0.3417467392466502,"score_spread":0.1535318857385914,"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."}}