{"id":"W2316175344","doi":"10.1111/j.1654-1103.2005.tb02365.x","title":"The Circumpolar Arctic vegetation map","year":2005,"lang":"en","type":"article","venue":"Journal of Vegetation Science","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1105,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Arctic; Vegetation (pathology); Physical geography; Shrub; Arctic vegetation; Tree line; Biome; Graminoid; Permafrost; Vegetation classification; Environmental science; Geology; Geography; Plant community; Climate change; Ecology; Oceanography; Ecosystem","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004954283,0.0005900956,0.0002038775,0.003760752,0.0008202083,0.001559256,0.0003593406,0.0002723015,0.02813103],"category_scores_gemma":[0.000811842,0.0001680907,0.0002157765,0.005417303,0.0001131462,0.0004794272,0.0005555631,0.0004133514,0.01334563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319616,"about_ca_system_score_gemma":0.003384589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1598314,"about_ca_topic_score_gemma":0.1829998,"domain_scores_codex":[0.99978,0.00004094555,0.00001762234,0.00005097058,0.00007327077,0.00003712569],"domain_scores_gemma":[0.9991724,0.00003943263,0.00005192672,0.00003429327,0.0005817744,0.000120144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001798573,0.00003445777,0.02066777,0.0007776457,0.00003487611,0.0002615866,0.0008694567,0.001777864,0.001310354,0.007321437,0.8219187,0.1448459],"study_design_scores_gemma":[0.00001858596,0.00001364354,0.05678387,0.0003102894,0.00001257096,0.00009304882,0.0009214194,0.001077253,0.0002990536,0.0007220897,0.9397336,0.00001458018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01848655,0.002178065,0.004025513,0.0008857665,0.0008870531,0.000268043,0.812325,0.00096225,0.1599818],"genre_scores_gemma":[0.04742895,0.003093912,0.02333507,0.0002383322,0.0002199391,0.000423518,0.880055,0.0002844609,0.04492084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1598314,"threshold_uncertainty_score":0.3178022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286325304087558,"score_gpt":0.2746520161371852,"score_spread":0.2417887630963096,"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."}}