{"id":"W4206698837","doi":"10.14430/arctic74276","title":"Breaking Through: Understanding Sovereignty and Security in the Circumpolar Arctic, edited by Wilfrid Greaves and P. Whitney Lackenbauer","year":2022,"lang":"en","type":"article","venue":"ARCTIC","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Circumpolar star; Sovereignty; The arctic; Arctic; Oceanography; Political science; Geology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007917961,0.0001373661,0.0001798336,0.00005322378,0.002295794,0.00009610269,0.0001899099,0.00004695906,0.0001354483],"category_scores_gemma":[0.0002390108,0.0001106906,0.00003709782,0.0003547249,0.0007098513,0.0002681813,0.000218343,0.0003621186,0.00000177006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723371,"about_ca_system_score_gemma":0.00005597957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01641245,"about_ca_topic_score_gemma":0.003143915,"domain_scores_codex":[0.9981822,0.0005257426,0.000171662,0.0002855468,0.0004175858,0.0004173144],"domain_scores_gemma":[0.9990972,0.0006005045,0.00008575065,0.0001412993,0.00001564423,0.00005962681],"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":[0.00002717118,0.00008767257,0.1441393,0.00005571074,0.00007362186,0.00002233942,0.330208,0.000002173507,0.000009305554,0.5155496,0.009636113,0.0001890107],"study_design_scores_gemma":[0.0006869864,0.000083975,0.01701341,0.00004921464,0.00005262913,0.00004972686,0.2964091,0.00006995515,0.000002895795,0.6311787,0.05407652,0.0003268524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6913809,0.01059967,0.0001569851,0.1637481,0.00105386,0.001634022,0.0001716064,0.0002022602,0.1310526],"genre_scores_gemma":[0.9958304,0.001058504,0.00002618912,0.002797496,0.0001856771,0.00002434356,0.000003775928,0.00001185472,0.00006178911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3044495,"threshold_uncertainty_score":0.9990031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168170291195594,"score_gpt":0.2971605899746142,"score_spread":0.2554788870626583,"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."}}