{"id":"W7117256419","doi":"10.1080/2154896x.2025.2603871","title":"The Central Arctic Ocean and the BBNJ Agreement: potential and limitations","year":2025,"lang":"en","type":"article","venue":"The Polar Journal","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; École Nationale d'Administration Publique","funders":"Ministère de la Défense Nationale","keywords":"Arctic; The arctic; Arctic dipole anomaly; Arctic sea ice decline; Arctic geoengineering; Sea ice","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001276959,0.00005877642,0.0000716811,0.00001938997,0.007879826,0.0002809051,0.0002072578,0.00001803777,0.000008394706],"category_scores_gemma":[0.0005613338,0.00002357554,0.00005034159,0.00009721918,0.001570586,0.00006881548,0.00008492411,0.0002535055,0.000002541542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002921379,"about_ca_system_score_gemma":0.00009382117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152867,"about_ca_topic_score_gemma":0.001591246,"domain_scores_codex":[0.998915,0.0004521101,0.0001276345,0.0000570732,0.000176988,0.0002711794],"domain_scores_gemma":[0.9990492,0.0007051961,0.00006970297,0.00007977808,0.00003571847,0.0000603796],"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":[0.00009559876,0.0000221739,0.01028476,0.0000065083,0.0004149314,0.000004577042,0.100577,0.000007102764,0.00000476942,0.8359835,0.02520591,0.02739316],"study_design_scores_gemma":[0.001429336,0.00003150327,0.2467781,0.00005360604,0.0003561639,0.00007754671,0.1075944,0.0001556507,0.000002968309,0.327951,0.3154424,0.0001273711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05077015,0.0127539,0.0004799425,0.8944279,0.0007497304,0.0002769816,0.000003936103,0.00001335854,0.04052408],"genre_scores_gemma":[0.982275,0.01231737,0.00002336897,0.001058402,0.0003956402,0.000001078195,8.594442e-8,0.000002357695,0.003926711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9315048,"threshold_uncertainty_score":0.9934118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738783843635001,"score_gpt":0.2835416847184347,"score_spread":0.2661538462820847,"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."}}