{"id":"W1508243779","doi":"","title":"Survivability, Sustainability, and Maneuverability: The Need for Joint Unity of Effort in Implementing the DOD Arctic Strategy at the Tactical and Operational Levels","year":2014,"lang":"en","type":"article","venue":"Military review","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Politics; Frontier; Political science; Navy; Law; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01084899,0.000125817,0.0003357855,0.00001332978,0.001331984,0.00001850182,0.0001980131,0.00003761326,0.00006860474],"category_scores_gemma":[0.003406563,0.00005739564,0.00008949887,0.0001719476,0.001680451,0.00009639102,0.0003354082,0.0001623629,5.137376e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267101,"about_ca_system_score_gemma":0.0001657877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01893791,"about_ca_topic_score_gemma":0.04336749,"domain_scores_codex":[0.9973889,0.001318992,0.0004759893,0.0002425687,0.0002458982,0.0003276323],"domain_scores_gemma":[0.9969407,0.002432686,0.0000726503,0.0003290915,0.0001726589,0.00005226812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006976871,0.0002067692,0.6208528,0.009876276,0.0001657875,7.650082e-7,0.02695841,0.00001859808,0.000007611176,0.2715,0.003180711,0.06716249],"study_design_scores_gemma":[0.0003552545,0.0001338552,0.825512,0.0002545093,0.0001408515,0.000005264829,0.01402603,0.0002431113,0.000003471072,0.09472343,0.06443094,0.0001712788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6914183,0.03132661,0.00006189023,0.2721054,0.00005417955,0.003503771,0.00003260252,0.00001074867,0.001486433],"genre_scores_gemma":[0.9928889,0.005513047,0.0000394667,0.001223146,0.00006695314,0.0001166283,0.000002814725,0.000004904759,0.0001440928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3014706,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07202087110369616,"score_gpt":0.3721949055869724,"score_spread":0.3001740344832762,"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."}}