{"id":"W4407740005","doi":"10.14430/arctic81034","title":"Journal of Arctic Climate Security Studies, Vol. 1, No. 1. Ted Stevens Center for Arctic Security Studies, U.S. Department of Defence","year":2025,"lang":"en","type":"article","venue":"ARCTIC","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Defense","keywords":"Arctic; The arctic; Center (category theory); Meteorology; Physical geography; Climatology; Geography; Oceanography; Political science; Geology; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091473,0.000655127,0.0005523865,0.002397347,0.001213339,0.003077495,0.0003874226,0.0007046759,0.01729662],"category_scores_gemma":[0.002352362,0.0002715429,0.0003707563,0.003839747,0.0007146798,0.001848489,0.0008915735,0.0009748195,0.003652325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001946952,"about_ca_system_score_gemma":0.006309068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02448997,"about_ca_topic_score_gemma":0.04912712,"domain_scores_codex":[0.9995988,0.0001322012,0.00003610369,0.0000482358,0.000149573,0.00003508064],"domain_scores_gemma":[0.9992291,0.0002513501,0.00007310097,0.00003035166,0.000352743,0.00006341596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003961416,0.00003680387,0.002826545,0.00464722,0.00006012844,0.0001614518,0.001225305,0.0003232198,0.0004867609,0.02526474,0.6512861,0.3136421],"study_design_scores_gemma":[0.000002344569,0.00001837008,0.004511707,0.003131426,0.00002225325,0.0001323424,0.0007266673,0.00004027679,0.00009249894,0.001947119,0.9893668,0.000008145324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0008412853,0.9395432,0.0002297134,0.01054065,0.009801474,0.00001516205,0.0002552637,0.00002381954,0.03874943],"genre_scores_gemma":[0.01029154,0.9541132,0.0005178528,0.00235372,0.004030836,0.00002014819,0.0004045623,0.00002525001,0.02824297],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02448997,"threshold_uncertainty_score":0.05786294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03704305804038732,"score_gpt":0.3717591657140565,"score_spread":0.3347161076736692,"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."}}