{"id":"W2977274155","doi":"10.1163/15718085-23441076","title":"Unlocking the Arctic’s Resources Equitably: Using a Law-and-Science Approach to Fix the Beaufort Sea Boundary","year":2019,"lang":"en","type":"article","venue":"The International Journal of Marine and Coastal Law","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"United Nations Convention on the Law of the Sea; Maritime boundary; Arctic; Law of the sea; International law; Law; Boundary (topology); Political science; Jurisprudence; Beaufort sea; Oceanography; Geography; Geology; Public international law","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":[0.01441425,0.0004276773,0.0006298946,0.005522627,0.01489833,0.0173758,0.002852389,0.005045515,0.003274634],"category_scores_gemma":[0.01699951,0.000348758,0.0006903246,0.002037942,0.04057421,0.005915242,0.009409077,0.004260949,0.0002792612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03305172,"about_ca_system_score_gemma":0.07123956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2919434,"about_ca_topic_score_gemma":0.4488024,"domain_scores_codex":[0.9882262,0.005292921,0.0002957055,0.001006685,0.003317343,0.001861125],"domain_scores_gemma":[0.9929903,0.003219911,0.000659984,0.0006595748,0.001815702,0.0006545595],"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":[0.0000102799,0.00001968895,0.001386736,0.00002405113,0.000008950719,0.000174489,0.007352186,0.001655732,0.0002131677,0.9775022,0.001620356,0.01003224],"study_design_scores_gemma":[0.00002366413,0.0000689833,0.004209486,0.0007498744,0.00004789165,0.0001506757,0.05246552,0.005373282,0.001538871,0.7651489,0.1701493,0.00007352997],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1211851,0.002573053,0.08256406,0.07203528,0.0004887098,0.0002704567,0.00005637284,0.0001069804,0.72072],"genre_scores_gemma":[0.9649817,0.0005273217,0.01938356,0.002821331,0.00007846022,0.00007793476,0.00001941323,0.00002760658,0.01208273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2919434,"threshold_uncertainty_score":0.5804881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492767589301258,"score_gpt":0.3042081915103713,"score_spread":0.2792805156173587,"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."}}