{"id":"W2342233301","doi":"10.15688/jvolsu4.2016.1.10","title":"Yakutia and International Scientific Cooperation on Arctic Studies. The End of 20th – Beginning of 21st Century","year":2016,"lang":"en","type":"article","venue":"Vestnik Volgogradskogo gosudarstvennogo universiteta Serija 4 Istorija Regionovedenie Mezhdunarodnye otnoshenija","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; Indigenous; Political science; Regional science; Geography; Library science; Ecology; Oceanography; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003192597,0.0003989447,0.0003698365,0.00131941,0.006420828,0.006163352,0.0004328454,0.001594695,0.005604804],"category_scores_gemma":[0.001930763,0.0001772836,0.0002615831,0.0037857,0.005743572,0.002425682,0.00445509,0.001565454,0.0006627255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007150023,"about_ca_system_score_gemma":0.01487626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145781,"about_ca_topic_score_gemma":0.01555856,"domain_scores_codex":[0.9983558,0.0006958843,0.0001182656,0.0001332841,0.0002117881,0.0004848179],"domain_scores_gemma":[0.9988297,0.000449906,0.0002144305,0.0001039772,0.0002129924,0.0001889864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002720921,0.00008043888,0.009508909,0.001219129,0.00003959478,0.001505011,0.06488381,0.0004032649,0.00102076,0.779124,0.04038581,0.1015572],"study_design_scores_gemma":[0.00001255576,0.000046593,0.02603911,0.0008883526,0.00002175053,0.0003969639,0.01345375,0.00007528243,0.0002828763,0.01169554,0.9470699,0.00001728435],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1154915,0.3399918,0.001669462,0.04416882,0.01008584,0.0000542705,0.0002494958,0.0001222455,0.4881666],"genre_scores_gemma":[0.8335735,0.07905129,0.001602327,0.002587994,0.00197643,0.0001127862,0.0001840722,0.00006115886,0.08085041],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9935791,"threshold_uncertainty_score":0.05187732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957261656605526,"score_gpt":0.2908438054781985,"score_spread":0.2512711889121432,"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."}}