{"id":"W1784865208","doi":"10.1007/s13412-015-0329-6","title":"The role of science diplomacy: a historical development and international legal framework of arctic research stations under conditions of climate change, post-cold war geopolitics and globalization/power transition","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental Studies and Sciences","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geopolitics; Diplomacy; Cold war; Globalization; Sustainable development; Climate change; Arctic; Political science; Power (physics); International relations; The arctic; Global warming; Political economy; Economy; International trade; Sociology; Economics; Oceanography; Law; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001514556,0.00005418812,0.0001240533,0.00009062796,0.0005534281,0.00001869589,0.0001644382,0.00002062186,0.00001691317],"category_scores_gemma":[0.0002102879,0.00003622338,0.00001630156,0.0001873281,0.005079964,0.000365402,0.0002502728,0.00008916946,5.127694e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013123,"about_ca_system_score_gemma":0.00005006075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008497619,"about_ca_topic_score_gemma":0.00005688938,"domain_scores_codex":[0.9986432,0.00006154089,0.000285223,0.0001142008,0.0006891935,0.0002066865],"domain_scores_gemma":[0.9994192,0.0002011731,0.0001611341,0.0000435182,0.00005707274,0.0001179753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002827389,0.00102966,0.7955642,0.00007845913,0.0002403398,0.000009058607,0.05128805,0.0005379441,0.02887978,0.1112619,0.0002037704,0.0106241],"study_design_scores_gemma":[0.0005275353,0.001616318,0.8617169,0.00009676025,0.00002594357,0.00006498646,0.07920538,0.0003347587,0.002242269,0.05143214,0.002614047,0.0001229184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958067,0.002910111,0.00003720433,0.0007944704,0.00006586803,0.00008636739,0.00001713187,6.538025e-7,0.0002815035],"genre_scores_gemma":[0.9950771,0.003778837,0.001088211,0.00003027044,0.00001114706,0.000003378711,3.140066e-7,0.000001707223,0.000009058964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06615271,"threshold_uncertainty_score":0.9976276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05664903807529595,"score_gpt":0.3582522740306803,"score_spread":0.3016032359553843,"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."}}