{"id":"W4311683731","doi":"10.1029/2022gl100559","title":"Recent Intensification (2004–2020) of Permafrost Mass‐Wasting in the Central Mackenzie Valley Foothills Is a Legacy of Past Forest Fire Disturbances","year":2022,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Permafrost; Mass wasting; Disturbance (geology); Geology; Foothills; Climate change; Landslide; Arctic; Physical geography; Terrain; Earth science; Hydrology (agriculture); Geomorphology; Ecology; Oceanography; Geography; Geotechnical engineering","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":[0.0002290173,0.0001315046,0.0001209284,0.0007986169,0.0005294891,0.0006942602,0.0003641569,0.0002152975,0.001344586],"category_scores_gemma":[0.0004586114,0.00009123341,0.0001660705,0.0007958384,0.0003291841,0.0003342725,0.0003801782,0.0002469756,0.0001097126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002126022,"about_ca_system_score_gemma":0.001136415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3743926,"about_ca_topic_score_gemma":0.7413586,"domain_scores_codex":[0.9998976,0.000008658529,0.000008695576,0.00003047349,0.00002144536,0.00003305888],"domain_scores_gemma":[0.9996616,0.00001708242,0.0001677975,0.00001981197,0.00007247399,0.00006131917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005438982,0.00001886709,0.9891065,0.00004124608,0.00005722843,0.0001214968,0.0003140287,0.0002198836,0.001915525,0.00007456517,0.0004852291,0.00759114],"study_design_scores_gemma":[5.89288e-7,0.000004438309,0.9992146,0.000004286747,0.000004030307,0.00002494706,0.0001716149,0.00008993861,0.00006610378,0.000006325542,0.0004118292,0.000001160413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980932,0.0002073627,0.00004198742,0.0001211519,0.00000363855,0.000003296424,0.0006976566,0.000007452333,0.0008242887],"genre_scores_gemma":[0.9990758,0.0001147343,0.00009191687,0.00003321879,0.000004644283,0.000003350058,0.0004465993,0.00000132469,0.0002283307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6256074,"threshold_uncertainty_score":0.7444268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06021418268505394,"score_gpt":0.2919115705783371,"score_spread":0.2316973878932831,"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."}}