{"id":"W4221071061","doi":"10.1139/cjes-2021-0127","title":"Subsidence drives habitat loss in a large permafrost delta, Mackenzie River outlet to the Beaufort Sea, western Arctic Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Natural Resources Canada; Geological Survey of Canada; Memorial University of Newfoundland; Dalhousie University","funders":"Office of Energy Research and Development; Natural Resources Canada; Fisheries and Oceans Canada; Environment and Climate Change Canada; Government of Canada; University of Lethbridge; ArcticNet; Aurora Research Institute","keywords":"Geology; Permafrost; Delta; Arctic; Subsidence; Sea level; River delta; Oceanography; Physical geography; Geomorphology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001157816,0.000128126,0.0001357331,0.0003870969,0.0007802645,0.0006385613,0.0003530192,0.0001929538,0.0008185472],"category_scores_gemma":[0.000424884,0.000140085,0.0001889788,0.0005044006,0.0003815143,0.0001280975,0.0003364848,0.0001288604,0.00007004202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003813874,"about_ca_system_score_gemma":0.002251871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8418363,"about_ca_topic_score_gemma":0.9285989,"domain_scores_codex":[0.9999299,0.000007257018,0.000003865386,0.0000200982,0.00001472789,0.0000241129],"domain_scores_gemma":[0.9998703,0.00001222128,0.00002708261,0.000007012642,0.00004408876,0.00003930476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000693467,0.00002557044,0.9876357,0.00001358823,0.0000308456,0.0002772583,0.0004935367,0.003332418,0.003471555,0.0001391908,0.0005274142,0.003983609],"study_design_scores_gemma":[0.00000338471,0.000007502022,0.9958818,0.000003740343,0.000008468214,0.00002740488,0.0006542103,0.002945432,0.0001229334,0.00002735091,0.0003142828,0.000003495531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993868,0.00001351829,0.00001582401,0.00002040167,5.102143e-7,0.000001403238,0.0001232119,0.000003512323,0.0004348044],"genre_scores_gemma":[0.9995734,0.00002503272,0.00004859559,0.00001164718,4.501989e-7,0.000001523931,0.0001318233,0.000001606823,0.0002058694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1581637,"threshold_uncertainty_score":0.3181903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596487299862466,"score_gpt":0.2291874267134005,"score_spread":0.2032225537147759,"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."}}