{"id":"W2728755755","doi":"10.22584/nr45.2017.001","title":"Introduction: Building a Circumpolar Innovation Agenda","year":2017,"lang":"en","type":"article","venue":"The Northern Review","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Waterloo","funders":"","keywords":"Circumpolar star; Commercialization; The arctic; Arctic; Thematic map; Sociology; Political science; Geography; Oceanography; Geology; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001372805,0.00006920251,0.0001478231,0.00001609557,0.003303979,0.00006732581,0.0004361115,0.00002364937,0.0001658102],"category_scores_gemma":[0.001131385,0.00004245239,0.00005002353,0.0001673137,0.0003950984,0.0001412082,0.00007870114,0.0001007821,0.0002063199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004608478,"about_ca_system_score_gemma":0.00006777614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695407,"about_ca_topic_score_gemma":0.001387868,"domain_scores_codex":[0.9992047,0.0001335399,0.0001717901,0.0001245225,0.0001913401,0.0001740939],"domain_scores_gemma":[0.9991543,0.00003035456,0.0002434413,0.0004549806,0.00009709609,0.00001978587],"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":[0.000003405487,0.0000235438,0.008632462,0.0004293366,0.0001062603,0.000002094318,0.01073568,4.287148e-7,0.00002740327,0.2669884,0.211418,0.5016329],"study_design_scores_gemma":[0.00002893814,0.000003787926,0.003529703,0.000199987,0.00003255816,0.000001516742,0.0002409019,2.638056e-7,0.000003007339,0.00322367,0.9926741,0.00006163806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009285913,0.06394408,0.0002064829,0.8100554,0.0008645462,0.0006812959,0.000003068327,0.00008946544,0.1148697],"genre_scores_gemma":[0.8424765,0.1343013,0.0001711535,0.006228033,0.0069353,0.000050074,0.000001890592,0.00001911338,0.009816587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8331906,"threshold_uncertainty_score":0.9979936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550091565818728,"score_gpt":0.3861113548533062,"score_spread":0.3106104391951189,"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."}}