{"id":"W4230522620","doi":"10.1163/9789004363885","title":"Arctic Ocean Shipping Navigation, Security and Sovereignty in the North American Arctic","year":2018,"lang":"en","type":"book","venue":"ANU Open Research (Australian National University)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Geopolitics; The arctic; China; Sovereignty; Geography; Climate change; Exclusive economic zone; Oceanography; Maritime boundary; International law; Political science; Security interest; United Nations Convention on the Law of the Sea; International waters; Law; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003075026,0.0001982579,0.0002826803,0.0004694143,0.002121363,0.0003458986,0.001579741,0.0001417435,0.0001914136],"category_scores_gemma":[0.0006883531,0.0001806307,0.00007174161,0.001434561,0.004088797,0.0005559744,0.0005933708,0.001024555,0.00006525897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495809,"about_ca_system_score_gemma":0.00208779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03016796,"about_ca_topic_score_gemma":0.03310274,"domain_scores_codex":[0.9958004,0.001284889,0.0002043648,0.0005163177,0.001568702,0.0006252679],"domain_scores_gemma":[0.9973453,0.001158875,0.00017688,0.0002172715,0.0008979347,0.0002037279],"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":[0.0000702515,0.0000715913,0.0188846,0.00009462438,0.0001204649,0.0001163231,0.0194731,0.000001209871,3.886745e-8,0.7694401,0.1915259,0.0002017486],"study_design_scores_gemma":[0.0003775055,0.0001083966,0.03405025,0.0002420188,0.00002712803,0.000004655801,0.02122881,0.000002232821,2.037992e-7,0.1562827,0.7873758,0.0003003339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01402586,0.00001791767,8.714202e-7,0.02783376,0.00005043539,0.001223582,0.0001455777,0.00001804968,0.9566839],"genre_scores_gemma":[0.5655505,0.0003388855,0.00003801484,0.0001967494,0.0003516676,0.000002213218,0.00007644878,0.00001061484,0.4334349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6131575,"threshold_uncertainty_score":0.9991778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268034492713298,"score_gpt":0.3952551721674327,"score_spread":0.268451722896103,"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."}}