{"id":"W4319074691","doi":"10.1038/s43247-023-00685-w","title":"Projected decrease in trail access in the Arctic","year":2023,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Northern British Columbia; University of Ottawa; Canadian Institute for Advanced Research","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Leeds; ArcticNet; University of Ottawa","keywords":"Livelihood; Arctic; Climate change; Geography; Environmental resource management; Sea ice; The arctic; Global warming; Adaptation (eye); Environmental science; Physical geography; Oceanography; Agriculture; Meteorology","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":[0.0003369613,0.0003376279,0.0001387466,0.0006002788,0.001648728,0.001467297,0.0005072295,0.0004068775,0.003845584],"category_scores_gemma":[0.0009390925,0.0001630778,0.0004648174,0.001125767,0.0003947542,0.0005314914,0.0008743535,0.0004892003,0.0003675366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01558739,"about_ca_system_score_gemma":0.01583512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9868167,"about_ca_topic_score_gemma":0.9916291,"domain_scores_codex":[0.9997749,0.00002338067,0.000006463627,0.00002332597,0.00005442574,0.0001175129],"domain_scores_gemma":[0.9994715,0.00002510403,0.00005019062,0.00001309412,0.0002720796,0.0001680278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002682648,0.0001276473,0.8268297,0.0002076648,0.0001522448,0.0007916113,0.002928488,0.1006816,0.003082449,0.006144229,0.01517644,0.04360973],"study_design_scores_gemma":[0.00003717054,0.0001036552,0.8119785,0.0001691511,0.0001243076,0.0002701682,0.01389759,0.1207294,0.001254143,0.00247956,0.04885766,0.00009873255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725892,0.0002708793,0.00138333,0.001597754,0.00003682698,0.00002467688,0.008681796,0.0001324252,0.01528309],"genre_scores_gemma":[0.9916985,0.0003909199,0.001168669,0.0001174611,0.00000499528,0.0000171965,0.002697879,0.00001821022,0.003886205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9868167,"threshold_uncertainty_score":0.1130949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402653519508842,"score_gpt":0.4112869618761599,"score_spread":0.2710216099252757,"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."}}