{"id":"W7135849256","doi":"","title":"Introduction - Arctic Yearbook 2022:The Russian Arctic in Focus","year":2022,"lang":"en","type":"article","venue":"LaCRIS (University of Lapland)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Yearbook; Arctic; Focus (optics); The arctic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003375199,0.001568176,0.0008380106,0.006123428,0.001609158,0.007907565,0.00145739,0.002227383,0.0375352],"category_scores_gemma":[0.004625022,0.0005983906,0.0007926143,0.008345749,0.0004445713,0.002788019,0.00289635,0.003379438,0.02007473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003669051,"about_ca_system_score_gemma":0.01140896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06820853,"about_ca_topic_score_gemma":0.06912231,"domain_scores_codex":[0.9983507,0.0002056098,0.0001562764,0.0001414405,0.000865255,0.0002807569],"domain_scores_gemma":[0.997095,0.000378428,0.0003302619,0.0001551211,0.001412152,0.0006291085],"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":[0.0001076711,0.000026931,0.0008584628,0.0006881037,0.00001694467,0.00005991245,0.0001165135,0.0003660414,0.0002590328,0.006945189,0.9644603,0.026095],"study_design_scores_gemma":[0.00000752985,0.00001433823,0.004141315,0.0002740877,0.000005802791,0.00003119789,0.0001295783,0.00003540769,0.000114718,0.0003521562,0.9948817,0.00001198331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.009622488,0.1205915,0.002008898,0.03205127,0.1551742,0.00055088,0.2507932,0.001373468,0.4278342],"genre_scores_gemma":[0.04629137,0.07919724,0.004511161,0.01168811,0.02006313,0.001382573,0.2119731,0.001624034,0.6232694],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06820853,"threshold_uncertainty_score":0.135623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187100345138165,"score_gpt":0.2297654111877937,"score_spread":0.2178944077364121,"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."}}