{"id":"W3201861613","doi":"10.3390/su131910825","title":"Gender Equality for a Thriving, Sustainable Arctic","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Dalhousie University","funders":"University of the Arctic; Ulkoministeriö; Háskólinn á Akureyri; Nordisk Ministerråd; Dartmouth College; National Science Foundation; Government of Canada; Arctic Institute of North America; U.S. Department of State","keywords":"Gender mainstreaming; Arctic; Political science; Empowerment; Sustainable development; Gender diversity; Legislation; Declaration; Diversity (politics); Public administration; Corporate governance; Economic growth; Sociology; Gender studies; Gender equality; Law; Business; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002303789,0.0001427812,0.0002588304,0.00003857024,0.001885797,0.00009190824,0.0001997228,0.0001193945,0.000245948],"category_scores_gemma":[0.01623824,0.0001358371,0.0002015396,0.0004014444,0.0007219095,0.0002212912,0.0002102179,0.0001386981,0.000005853885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762657,"about_ca_system_score_gemma":0.003656851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009794285,"about_ca_topic_score_gemma":0.002393214,"domain_scores_codex":[0.9974657,0.0004999381,0.0002620787,0.0004454947,0.0003075941,0.001019215],"domain_scores_gemma":[0.9963132,0.0005898217,0.00007946342,0.000415944,0.002415054,0.0001865534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002253293,0.0001421895,0.0385421,0.0006448944,0.00004259896,0.0000170421,0.03859814,0.000003687215,8.507637e-7,0.9161508,0.004662218,0.001172946],"study_design_scores_gemma":[0.0002010874,0.00001873765,0.02551794,0.000003451665,0.00002381603,6.927478e-7,0.1549734,0.000004473794,0.00001530759,0.5113112,0.3077858,0.0001441057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2341381,0.003474322,0.03435517,0.3136839,0.001109641,0.006232586,0.00005226566,0.0008942814,0.4060597],"genre_scores_gemma":[0.9555304,0.00003940391,0.000508215,0.0005213208,0.0003249971,0.0001544313,0.000003662554,0.00001289723,0.04290464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7213923,"threshold_uncertainty_score":0.9994136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04355126937992628,"score_gpt":0.3800760388988794,"score_spread":0.3365247695189532,"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."}}