{"id":"W2099081584","doi":"10.1007/s13280-011-0172-2","title":"Four Decades of Plant Community Change in the Alpine Tundra of Southwest Yukon, Canada","year":2011,"lang":"en","type":"article","venue":"AMBIO","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Arctic Institute of North America","keywords":"Tundra; Plant community; Species richness; Geography; Vegetation (pathology); Physical geography; Climate change; Ecology; Plant species; Environmental science; Ecosystem; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004376833,0.0002004121,0.0004830578,0.001328601,0.002086087,0.001143874,0.0008507817,0.0007802552,0.001198002],"category_scores_gemma":[0.0009806774,0.0002164369,0.0003998452,0.00230568,0.001129291,0.0006401651,0.001009192,0.0005171988,0.0001569509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01043045,"about_ca_system_score_gemma":0.009332051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.965103,"about_ca_topic_score_gemma":0.9830002,"domain_scores_codex":[0.9996727,0.00003344806,0.00001629937,0.00006184448,0.00005618917,0.0001594936],"domain_scores_gemma":[0.9989225,0.00009018093,0.0001400014,0.00004359476,0.0005286232,0.0002749798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002968316,0.00005229575,0.9830136,0.00006085535,0.0001769348,0.0003244388,0.003897159,0.0003327525,0.002092352,0.0001323761,0.0008045583,0.008815689],"study_design_scores_gemma":[0.000001912573,0.000007151567,0.997125,0.000005978835,0.0000123643,0.00002036513,0.002162699,0.0001161544,0.00004663163,0.000008458175,0.0004887284,0.000004645522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986197,0.0002666807,0.0000273394,0.0001516656,0.000005392167,0.000004321891,0.000498811,0.000003675578,0.0004224382],"genre_scores_gemma":[0.9988844,0.0001288867,0.00004661053,0.0000540028,0.00000248857,0.000003936751,0.0003875461,0.000002117231,0.0004899506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03489697,"threshold_uncertainty_score":0.07567859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161514948990418,"score_gpt":0.2408985280262702,"score_spread":0.1247470331272283,"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."}}