{"id":"W4392503747","doi":"10.22584/nr55.2024.006","title":"Review of Red Arctic: Russian Strategy Under Putin (by Elizabeth Buchanan)","year":2024,"lang":"en","type":"article","venue":"The Northern Review","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Political science; Law; History; Biology; Oceanography; Ecology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00189041,0.0001769129,0.0004945277,0.00002161218,0.0003524126,0.00002672016,0.0004434213,0.00005311163,0.0006954626],"category_scores_gemma":[0.0002296957,0.00009771582,0.0002449163,0.0006071609,0.0004511648,0.00007299006,0.00007370677,0.0002090186,0.0002598819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008096113,"about_ca_system_score_gemma":0.0002538682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003443617,"about_ca_topic_score_gemma":0.002477104,"domain_scores_codex":[0.9979853,0.000570776,0.0004774838,0.0002414633,0.0003752658,0.0003496984],"domain_scores_gemma":[0.9991004,0.0002074698,0.000164739,0.0003689488,0.00006482338,0.00009362274],"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":[0.000004708016,0.00007431248,0.0002561717,0.07967272,0.0004652601,0.000008524217,0.003809237,7.657395e-7,0.000007533404,0.1634267,0.4092875,0.3429867],"study_design_scores_gemma":[0.00003337943,0.00002350149,0.0001184235,0.06302488,0.0002696607,0.000002996112,0.0004118903,0.000001281919,0.000001869396,0.005665847,0.9303018,0.0001444889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003055802,0.7982938,0.00003854653,0.1469359,0.0001192872,0.0005837823,0.00001464665,0.00005973456,0.05392377],"genre_scores_gemma":[0.06149548,0.9251432,0.00001777578,0.008272567,0.0001987787,0.0000358246,0.000005593814,0.00002104278,0.00480976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5210143,"threshold_uncertainty_score":0.7614828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04473130740031006,"score_gpt":0.3589030306225316,"score_spread":0.3141717232222215,"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."}}