{"id":"W4412828030","doi":"10.1162/glep.a.3","title":"Blue Visions: Ordering a Changing Arctic Ocean","year":2025,"lang":"en","type":"article","venue":"Global Environmental Politics","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vision; The arctic; Arctic; Oceanography; Climatology; Environmental science; Geography; Geology; Sociology; Anthropology","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":[0.00707926,0.0002298398,0.0001885113,0.001322471,0.01260057,0.007812443,0.0005580045,0.001443251,0.002858682],"category_scores_gemma":[0.004567308,0.0001889201,0.0002260144,0.001059089,0.02177073,0.004550108,0.006584289,0.003237849,0.0002343773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009009238,"about_ca_system_score_gemma":0.009210993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02359576,"about_ca_topic_score_gemma":0.03518872,"domain_scores_codex":[0.9942984,0.003595795,0.00008926407,0.0003115367,0.0008221985,0.0008827853],"domain_scores_gemma":[0.9974514,0.0006586497,0.0002950965,0.000220617,0.0004587352,0.0009154999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002780211,0.00002677239,0.002598539,0.00002558777,0.000005577225,0.000221257,0.05883393,0.0006031284,0.0003820345,0.9208301,0.003652036,0.01279311],"study_design_scores_gemma":[0.00002828841,0.0001324747,0.007450616,0.0002558314,0.00001558271,0.0002317737,0.2552603,0.001379148,0.001185844,0.4069882,0.3270108,0.00006122376],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4100312,0.001141654,0.0110964,0.03029128,0.0004372528,0.0000378302,0.00002959762,0.00006754177,0.5468673],"genre_scores_gemma":[0.9942491,0.0001566922,0.0007221838,0.0004420718,0.00002067517,0.000006283487,0.000007067537,0.00001086606,0.004385061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02359576,"threshold_uncertainty_score":0.06536692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037426012715061,"score_gpt":0.2881418923963235,"score_spread":0.2777676322691729,"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."}}