{"id":"W4392436569","doi":"10.1016/j.marpol.2024.106060","title":"On thin ice: The Arctic Council’s uncertain future","year":2024,"lang":"en","type":"article","venue":"Marine Policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Oceanography; Arctic; The arctic; Arctic ice pack; Political science; Geography; Physical geography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007610507,0.0001368806,0.0001230981,0.00006594125,0.0009588944,0.0001463613,0.000302488,0.00007491245,0.000483562],"category_scores_gemma":[0.0007273737,0.00007896265,0.00009526584,0.0005639831,0.0004047182,0.00007100148,0.0001594129,0.0002942563,0.000553707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007107216,"about_ca_system_score_gemma":0.00110085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1154104,"about_ca_topic_score_gemma":0.02050262,"domain_scores_codex":[0.9985127,0.0001423794,0.0001299909,0.0002114524,0.0005855031,0.0004180183],"domain_scores_gemma":[0.9992229,0.0003683586,0.00002751664,0.0002255195,0.00006164026,0.00009400607],"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":[0.000007330695,0.00001190598,0.0002551166,0.00002134499,0.00003692837,0.000009408637,0.02400878,0.000007383821,2.409322e-7,0.7931717,0.1681713,0.01429853],"study_design_scores_gemma":[0.00006416523,0.00002620946,0.003738039,0.00002120653,0.00001623011,0.000002535514,0.003246012,0.00006379848,5.243541e-7,0.1325343,0.8601875,0.0000994665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00130047,0.0004082601,0.00000737541,0.4081489,0.0005706268,0.0001456389,0.000006524576,0.0001492222,0.589263],"genre_scores_gemma":[0.8726639,0.0007310352,0.0000339147,0.008220308,0.007523928,0.00002835427,0.00000149243,0.00001735064,0.1107798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8713633,"threshold_uncertainty_score":0.9973707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03539725269658216,"score_gpt":0.3355373712218451,"score_spread":0.3001401185252629,"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."}}