{"id":"W3161203499","doi":"10.1139/as-2020-0036","title":"Can plant functional traits explain shifts in community composition in a changing Arctic?","year":2021,"lang":"en","type":"article","venue":"Arctic Science","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Valley State University; National Science Foundation","keywords":"Shrub; Graminoid; Evergreen; Trait; Ecology; Plant community; Ecosystem; Arctic; Biology; Deciduous; Vascular plant; Plant functional type; Shrubland; Ecological succession; Species richness","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009806827,0.0003808663,0.0003540036,0.0009824337,0.0007286508,0.0007349513,0.0002972644,0.0004875719,0.0009061663],"category_scores_gemma":[0.001681105,0.0001827252,0.0005890684,0.0006096817,0.0006013417,0.0006402499,0.0003484777,0.0003218158,0.0002309236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007183655,"about_ca_system_score_gemma":0.000498032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05283355,"about_ca_topic_score_gemma":0.09299432,"domain_scores_codex":[0.9997521,0.0000675204,0.00001559343,0.00008324499,0.00002637584,0.00005512063],"domain_scores_gemma":[0.9992738,0.0001649917,0.0002352964,0.0000720365,0.0001344277,0.0001194568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009903691,0.00003652608,0.9864565,0.00003630981,0.0001987034,0.00008354463,0.0004841541,0.0006807341,0.004299449,0.000107561,0.0001293539,0.00738815],"study_design_scores_gemma":[9.813227e-7,0.00001602871,0.9980235,0.000006875526,0.00001914614,0.00002809272,0.0004002888,0.001137115,0.0000749425,0.0001262501,0.0001626674,0.000004150375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978445,0.0006179048,0.0004974865,0.0001193724,0.0000171983,0.000006624543,0.0002224366,0.0000122195,0.0006622235],"genre_scores_gemma":[0.9993713,0.0001520016,0.0002316251,0.00002914611,0.000008776792,0.000002674739,0.0001242879,0.000002733159,0.00007748405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05283355,"threshold_uncertainty_score":0.1050521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06068572535837188,"score_gpt":0.2466534118844299,"score_spread":0.185967686526058,"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."}}