{"id":"W7105997705","doi":"10.7939/83535","title":"Mapping the risks of sea ice change, shipping, and Peary and Dolphin-Union caribou movements to Inuvialuit and Inuit well-being in the Western Arctic","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Nexus (standard); Indigenous; Circumpolar star; Sea ice; Climate change; Archipelago; Citizen journalism","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":[0.006213529,0.000534818,0.0003485862,0.005188694,0.00259008,0.003554599,0.0009527861,0.0007167988,0.001641141],"category_scores_gemma":[0.0140407,0.0003607063,0.0006647384,0.005307977,0.001462125,0.001995807,0.00315975,0.0007556432,0.0001162823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005127578,"about_ca_system_score_gemma":0.007913313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2195453,"about_ca_topic_score_gemma":0.4384705,"domain_scores_codex":[0.9972778,0.00148034,0.0001604821,0.000261033,0.0004605976,0.0003598239],"domain_scores_gemma":[0.9915781,0.004236744,0.00178012,0.0001686356,0.001789198,0.0004472008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001568701,0.0001628905,0.3799215,0.002829472,0.0003770553,0.002740068,0.5089914,0.002818997,0.001665421,0.005975238,0.002807466,0.09155373],"study_design_scores_gemma":[0.000006019005,0.0001757542,0.2890079,0.002118158,0.0002197253,0.0002854234,0.684855,0.00162149,0.000459216,0.001461969,0.01974159,0.0000478461],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810432,0.002975636,0.001859025,0.00188652,0.00005056564,0.0001548413,0.0004000108,0.00001165846,0.01161854],"genre_scores_gemma":[0.9894975,0.004120319,0.004293932,0.0001250248,0.00002187011,0.0002449382,0.0002704267,0.000008901348,0.001417145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7804548,"threshold_uncertainty_score":0.4365348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04550513182096395,"score_gpt":0.3018370809686764,"score_spread":0.2563319491477125,"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."}}