{"id":"W4254901000","doi":"10.1111/j.1754-7121.2009.00105.x","title":"Arctic Front: Defending Canada in the Far North <i>By</i> KEN S. COATES, P. WHITNEY LACKENBAUER, WILLIAM R. MORRISON <i>and</i> GREG POELZER","year":2009,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citation; Front (military); Arctic; Politics; The arctic; Library science; History; Media studies; Political science; Geography; Sociology; Computer science; Oceanography; Law; Meteorology; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004433045,0.0001807058,0.0001808409,0.000102269,0.001237805,0.000230419,0.0003262795,0.0001078328,0.00005216752],"category_scores_gemma":[0.0003415144,0.0001541725,0.00003387228,0.0003928785,0.0002267958,0.0003433637,0.0000109883,0.0002404636,0.000006810308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007568028,"about_ca_system_score_gemma":0.00445309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9182892,"about_ca_topic_score_gemma":0.999886,"domain_scores_codex":[0.998113,0.0002003144,0.000273126,0.0002896117,0.0003889579,0.0007350335],"domain_scores_gemma":[0.9989746,0.000104449,0.0001048748,0.0001928859,0.00006652656,0.0005567231],"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":[0.0000101518,0.00003970807,0.2181703,0.00001534267,0.00002675211,0.00007529087,0.008418231,8.219989e-7,0.00000149989,0.06863557,0.6968651,0.007741279],"study_design_scores_gemma":[0.0001828349,0.00005182393,0.07837581,0.00001194429,0.00001379215,0.000008187121,0.003701148,0.00001211785,0.000001688433,0.0006412949,0.9167834,0.0002159529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1315482,0.001333914,0.00006420439,0.7930009,0.0004732717,0.0009458715,0.0002835688,0.00006560794,0.07228444],"genre_scores_gemma":[0.9852528,0.0002733555,0.00003118865,0.0123147,0.0002124159,0.00002280202,0.00009016853,0.000009694712,0.001792856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8537046,"threshold_uncertainty_score":0.9520317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822699009573583,"score_gpt":0.255491616810303,"score_spread":0.2372646267145672,"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."}}