{"id":"W3017233243","doi":"","title":"Long-term Permafrost Change Projections across the Northwest Territory (NWT), Canada: Implications for Ecosystem, Infrastructure and Socio-economic Impacts.","year":2018,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Climate change; Ecosystem; Term (time); Geography; Physical geography; Environmental change; Environmental resource management; Environmental science; Environmental protection; Oceanography; Ecology; Geology","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":[0.0003495357,0.0002672934,0.0001799983,0.0009112179,0.001017926,0.001210593,0.0006035863,0.0004806679,0.002665664],"category_scores_gemma":[0.001112621,0.0001374469,0.0004827577,0.002542291,0.0003022406,0.0005720251,0.0006275905,0.000521473,0.000288108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02149551,"about_ca_system_score_gemma":0.04726333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997075,"about_ca_topic_score_gemma":0.9986173,"domain_scores_codex":[0.999783,0.00001801939,0.00001244738,0.00002744569,0.00009112367,0.00006800724],"domain_scores_gemma":[0.9992066,0.00003378323,0.00006764309,0.00001456656,0.0005435545,0.0001338428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000247968,0.00008876531,0.8406962,0.000440945,0.0004158593,0.0004896612,0.001410963,0.02873749,0.001798329,0.009122181,0.04745081,0.06910079],"study_design_scores_gemma":[0.00002591401,0.00002658051,0.925872,0.0002690211,0.0001449222,0.0001508833,0.003581352,0.02673788,0.0006686716,0.001785799,0.04068489,0.00005208695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8252599,0.005605634,0.002787714,0.01077806,0.0001096296,0.00007960293,0.1311648,0.0002156148,0.02399906],"genre_scores_gemma":[0.9672275,0.002767188,0.002553156,0.0002651546,0.00001171454,0.00003256862,0.01939812,0.00002487381,0.007719716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02149551,"threshold_uncertainty_score":0.1559615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361082851511744,"score_gpt":0.2747552263949954,"score_spread":0.241144397879878,"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."}}