{"id":"W4388569971","doi":"10.4324/9781003377641-4","title":"Geopolitics and security in the changing Arctic","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geopolitics; The arctic; Arctic; Geography; Computer security; Political science; Geology; Computer science; Oceanography; Law; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004670985,0.0002530859,0.0001302532,0.0007157261,0.004811367,0.00445259,0.0002599918,0.0008154693,0.004142965],"category_scores_gemma":[0.0004594217,0.0001167968,0.0001300199,0.00153097,0.01006926,0.002055989,0.001596654,0.001427089,0.000546781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005764714,"about_ca_system_score_gemma":0.00355791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02638479,"about_ca_topic_score_gemma":0.04723899,"domain_scores_codex":[0.999613,0.0002208477,0.00000806547,0.0000312189,0.00005743064,0.00006941841],"domain_scores_gemma":[0.9998437,0.00007757718,0.00002120375,0.00001328511,0.00001835887,0.00002577821],"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":[0.00000459473,0.000005013332,0.0002142821,0.00002314589,0.000001172301,0.00007724006,0.01500318,0.000234145,0.00004740481,0.9675298,0.008164956,0.008695017],"study_design_scores_gemma":[0.000002280244,0.00001056243,0.001386428,0.0002504585,0.000003263518,0.0001270521,0.02553993,0.0002045949,0.0001022314,0.1500139,0.8223524,0.000006848039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02558207,0.01904177,0.0007891984,0.009368823,0.0005905358,0.000007223362,0.00003177161,0.0000145454,0.9445741],"genre_scores_gemma":[0.7628593,0.03385012,0.0007790221,0.001578546,0.000634602,0.00003416161,0.00007014777,0.00005251876,0.2001417],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02638479,"threshold_uncertainty_score":0.05246246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399183963941052,"score_gpt":0.3142329461020757,"score_spread":0.2702411064626652,"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."}}