{"id":"W2330049652","doi":"10.1080/14702436.2011.590318","title":"The Implications of Ice Melt on Arctic Security","year":2011,"lang":"en","type":"article","venue":"Defence Studies","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Political science; Climatology; Geology; Oceanography","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":[0.0005885667,0.0002821868,0.0001412455,0.0009606653,0.002806209,0.003751625,0.000439312,0.001374352,0.06822877],"category_scores_gemma":[0.003241579,0.0001142796,0.0002761413,0.0008168572,0.0007435466,0.002131468,0.001600532,0.001572347,0.01121613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244576,"about_ca_system_score_gemma":0.002147058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06915567,"about_ca_topic_score_gemma":0.132031,"domain_scores_codex":[0.9997301,0.00004300596,0.000008537725,0.00002202021,0.0001060958,0.00009030996],"domain_scores_gemma":[0.9991428,0.0001601462,0.00008078589,0.00002678917,0.0002822483,0.000307218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001163262,0.00002510065,0.006370578,0.0001620998,0.000007857571,0.0003163072,0.0007808501,0.0003401444,0.0002655475,0.01706047,0.9000916,0.07446322],"study_design_scores_gemma":[0.00001183137,0.00003183185,0.01748969,0.0005586091,0.000008884643,0.0001070249,0.005744401,0.0003319087,0.0003411473,0.00700454,0.9683474,0.00002259824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02558875,0.0169679,0.0003702298,0.1620832,0.01694611,0.00004264374,0.006267949,0.0002539374,0.7714792],"genre_scores_gemma":[0.5822321,0.05377226,0.001168379,0.04393433,0.01015378,0.000101272,0.007156592,0.0005171947,0.3009641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06915567,"threshold_uncertainty_score":0.2282479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162892618128236,"score_gpt":0.3835892992491863,"score_spread":0.2673000374363627,"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."}}