{"id":"W4390949097","doi":"10.17645/pag.7714","title":"Arctic Regional Governance: Actors and Transformations","year":2024,"lang":"en","type":"article","venue":"Politics and Governance","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geopolitics; Arctic; Corporate governance; Context (archaeology); Political science; Indigenous; China; Geography; Environmental governance; Thematic analysis; The arctic; Environmental planning; Sociology; Business; Politics; Social science; Qualitative research; Oceanography; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001026577,0.00007890518,0.00008920082,0.00001030514,0.0004870497,0.0000872429,0.00005551808,0.00004378966,0.00003203641],"category_scores_gemma":[0.00007397231,0.00006692423,0.00003146405,0.00008850807,0.0004482777,0.0002028843,0.00002024349,0.00009821858,0.00001004002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007394727,"about_ca_system_score_gemma":0.0001028809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006616571,"about_ca_topic_score_gemma":0.001207288,"domain_scores_codex":[0.9992865,0.00002002489,0.0001044257,0.0001345461,0.0001962385,0.000258223],"domain_scores_gemma":[0.9996544,0.0001357091,0.00002778801,0.00005321066,0.00001901706,0.0001099022],"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":[9.579876e-7,0.000005006492,0.001107621,0.00005542357,0.00001546184,0.000002214281,0.0105649,1.35286e-7,0.000001185321,0.9772345,0.00876007,0.002252542],"study_design_scores_gemma":[0.00008123209,0.00001176909,0.08706776,0.000101881,0.00001824928,0.000005759569,0.0008894821,0.00004811055,0.000002950237,0.0470817,0.8645837,0.0001073937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2284136,0.04920078,0.0003958969,0.4035424,0.001159377,0.0004471272,0.0004951692,0.0002483529,0.3160972],"genre_scores_gemma":[0.9666746,0.02396486,0.00008678436,0.000636114,0.0002928403,0.000006349224,7.980913e-7,0.000006574849,0.008331094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9301528,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229561020333369,"score_gpt":0.3028096633482412,"score_spread":0.2805140531449075,"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."}}