{"id":"W3197222896","doi":"10.1002/wcc.735","title":"The rapidly changing Arctic and its societal implications","year":2021,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Northern British Columbia","funders":"ArcticNet","keywords":"Climate change; Subsistence agriculture; Geography; Arctic; Nexus (standard); Natural resource economics; Vulnerability (computing); Livelihood; Coastal erosion; Psychological resilience; Environmental resource management; Environmental planning; Environmental science; Ecology; Agriculture; Fishery; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001477202,0.0003889847,0.0002396462,0.0007956628,0.003931661,0.005407554,0.000485995,0.001600438,0.007800618],"category_scores_gemma":[0.001627815,0.00008365144,0.0003230626,0.001192099,0.003067488,0.002570209,0.004101863,0.001995408,0.0009917869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002999577,"about_ca_system_score_gemma":0.004707984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03035458,"about_ca_topic_score_gemma":0.04104677,"domain_scores_codex":[0.9989838,0.0004597495,0.00003606153,0.0001129968,0.0001728016,0.0002345948],"domain_scores_gemma":[0.9986035,0.0003169278,0.000174915,0.00004832786,0.0004745508,0.000381867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000105348,0.0001099351,0.03848629,0.002070821,0.0001574628,0.004521394,0.03578294,0.004041021,0.002085133,0.3428999,0.1886505,0.3810894],"study_design_scores_gemma":[0.000002526495,0.00005969767,0.01633876,0.001762515,0.0000279736,0.001176857,0.05004333,0.0003129895,0.0002999886,0.0463978,0.8835326,0.00004491946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1047039,0.2367343,0.003365045,0.2448618,0.01451769,0.00004439385,0.0008880028,0.0001145651,0.3947704],"genre_scores_gemma":[0.6980062,0.2487889,0.002272999,0.02130876,0.007681157,0.00005578033,0.0004020246,0.00005146155,0.02143274],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03035458,"threshold_uncertainty_score":0.06035578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346590112011722,"score_gpt":0.4367587073116561,"score_spread":0.3020996961104839,"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."}}