{"id":"W2937388604","doi":"10.1029/2019gl082611","title":"Pathways for Ecological Change in Canadian High Arctic Wetlands Under Rapid Twentieth Century Warming","year":2019,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada; Carleton University","funders":"Natural Resources Canada; Polar Knowledge Canada; Natural Environment Research Council; University of Ottawa","keywords":"Arctic; Wetland; Climate change; Environmental science; Global warming; Environmental change; Ecology; Arctic ecology; The arctic; Permafrost; Oceanography; Physical geography; Climatology; Geography; Earth science; Geology; 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":[0.0002943686,0.000126577,0.0001306503,0.0009484487,0.0009945296,0.0009518951,0.0002068264,0.0003010704,0.001433721],"category_scores_gemma":[0.0004785287,0.0001045329,0.0002230148,0.0007776549,0.000652651,0.000291856,0.0004747749,0.0002592838,0.00004994734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005813143,"about_ca_system_score_gemma":0.004611688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8490611,"about_ca_topic_score_gemma":0.9300225,"domain_scores_codex":[0.999898,0.000009788085,0.000002795457,0.00001701431,0.00001820248,0.00005428465],"domain_scores_gemma":[0.9996849,0.00002196253,0.00006297697,0.000008775561,0.0001474391,0.00007401891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002403707,0.00004192502,0.9437324,0.0001084268,0.0001544794,0.000386605,0.00196399,0.003383692,0.01645348,0.004754391,0.001871576,0.02690863],"study_design_scores_gemma":[0.000001785456,0.000006281018,0.9966081,0.000008281067,0.000009308309,0.0000241845,0.0006407356,0.0004820235,0.0002071566,0.0002352982,0.001769555,0.000007232263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947194,0.0007397806,0.0002221135,0.0009450422,0.00001196808,0.0000068193,0.0007922656,0.00001173631,0.002550937],"genre_scores_gemma":[0.9987772,0.000357024,0.000224079,0.00005696578,0.000003348579,0.00000301128,0.0001287028,0.000002253091,0.0004474375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1509389,"threshold_uncertainty_score":0.3036556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09063413548376056,"score_gpt":0.2982770464225136,"score_spread":0.207642910938753,"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."}}