{"id":"W3201046974","doi":"","title":"Impact of Abrupt Permafrost Thaw on Mineral Elements Release: Case Study in Peel Plateau, West Canadian Arctic.","year":2020,"lang":"en","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Plateau (mathematics); Arctic; Physical geography; Geology; Mineral; The arctic; Environmental science; Geography; Oceanography; Ecology","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":[0.0001799569,0.0003816042,0.0002136803,0.001054171,0.00326963,0.000705009,0.0006925259,0.0005026461,0.0005506371],"category_scores_gemma":[0.0003763784,0.0001692343,0.0002507805,0.00225149,0.000904505,0.0002264644,0.0005102302,0.0002868809,0.0000628991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01135682,"about_ca_system_score_gemma":0.0101233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819934,"about_ca_topic_score_gemma":0.9954221,"domain_scores_codex":[0.9998187,0.000007418009,0.000005822107,0.00003135968,0.00005736385,0.00007930424],"domain_scores_gemma":[0.9997649,0.00002172892,0.00003984503,0.000007855086,0.00009372128,0.00007213104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001672027,0.0001283678,0.9518059,0.0001267675,0.0000790352,0.01215008,0.005571661,0.002827369,0.008349437,0.0003306968,0.0008581951,0.01760526],"study_design_scores_gemma":[0.000004763117,0.00003525396,0.9881526,0.00001419082,0.00002721857,0.0007190151,0.006877077,0.001327224,0.0008677702,0.00005066017,0.001908147,0.00001609832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982811,0.0001752753,0.00007185961,0.00004321669,0.000001942679,0.00002157084,0.0004387103,0.000005250834,0.0009611853],"genre_scores_gemma":[0.998437,0.0001998852,0.0003170022,0.00002967124,0.000001660706,0.000005968853,0.000332533,0.000002609562,0.0006736393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800656,"threshold_uncertainty_score":0.08239985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017672065703403,"score_gpt":0.2265179682430484,"score_spread":0.2063412475860144,"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."}}