{"id":"W2991446304","doi":"10.22022/afi/11-2019.16175","title":"Artcic Policies and Strategies-Analysis, Synthesis, and Trends","year":2019,"lang":"en","type":"article","venue":"IIASA PURE (International Institute of Applied Systems Analysis)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Direktoratet for Utviklingssamarbeid; Ministero degli Affari Esteri e della Cooperazione Internazionale; Foreign Affairs and International Trade Canada; National Fisheries Research and Development Institute; British Antarctic Survey; Global Affairs Canada; Ministry of Education, India; International Institute for Applied Systems Analysis; Ministry of Science, ICT and Future Planning; Össur; Nordisk Ministerråd; Ministry of Oceans and Fisheries; Ulkoministeriö; Ministry of Environment; Ministry of Land, Infrastructure and Transport; Ministry of Trade, Industry and Energy; Ministry of Foreign Affairs; European Investment Bank; National Research Centre; National Centre for Earth Observation; Université Laval; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Arctic; Indigenous; Political science; Geopolitics; Corporate governance; Stakeholder; Circumpolar star; Environmental resource management; Tourism; Environmental planning; Public administration; Geography; Business; Public relations; Economics; Ecology; Politics; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.04163724,0.001036998,0.001302945,0.02529644,0.002834268,0.01861066,0.002071647,0.002290879,0.01007546],"category_scores_gemma":[0.05160686,0.0005243581,0.0009151654,0.04698301,0.00319524,0.01011894,0.005189824,0.003502558,0.001978073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03391949,"about_ca_system_score_gemma":0.05417986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0301221,"about_ca_topic_score_gemma":0.01909238,"domain_scores_codex":[0.9689968,0.01102915,0.002932114,0.001522934,0.01337248,0.002146528],"domain_scores_gemma":[0.9505361,0.02389585,0.002900788,0.003903502,0.01752466,0.00123913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001390351,0.0001749953,0.004844763,0.01005031,0.0001665437,0.000179148,0.03015437,0.002613928,0.0004726425,0.4512769,0.187924,0.3120034],"study_design_scores_gemma":[0.00001538258,0.00004712104,0.004557848,0.009142026,0.00006326068,0.00006128769,0.02760228,0.0008652178,0.0006367507,0.03028457,0.9266875,0.00003665481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0496105,0.100659,0.02999426,0.1271228,0.006675751,0.003886476,0.04035442,0.001049183,0.6406476],"genre_scores_gemma":[0.4789019,0.2051705,0.134501,0.01898309,0.00380028,0.01640672,0.0627085,0.001620031,0.07790792],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04163724,"threshold_uncertainty_score":0.2461042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842714127080286,"score_gpt":0.3036608591325425,"score_spread":0.2852337178617396,"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."}}