{"id":"W13858200","doi":"","title":"Irina Reyfman. Rank and style: Russians in state service, life and literature","year":2013,"lang":"en","type":"article","venue":"Canadian Slavonic Papers","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Rank (graph theory); State (computer science); Service (business); History; Computer science; Mathematics; Economics; Combinatorics; Economy; Archaeology; Algorithm","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251981,0.001405244,0.001392689,0.004827408,0.001702657,0.003143293,0.001071848,0.001824248,0.01103528],"category_scores_gemma":[0.002550334,0.0006167584,0.0003755519,0.007007239,0.00182848,0.005030604,0.001236962,0.003012681,0.006617233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481637,"about_ca_system_score_gemma":0.003117731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01598856,"about_ca_topic_score_gemma":0.03255351,"domain_scores_codex":[0.9993316,0.0002249866,0.00005377576,0.00009925204,0.0002360492,0.00005449492],"domain_scores_gemma":[0.9985071,0.0008043949,0.0001151742,0.0000338931,0.0004475471,0.00009178924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000199915,0.0000112267,0.000193369,0.0009863839,0.00001132143,0.00005170118,0.0008499379,0.00007828161,0.00005878369,0.0107891,0.8867528,0.1001972],"study_design_scores_gemma":[0.000008614825,0.00001050163,0.001384054,0.002093054,0.00001024631,0.0001589014,0.0009207019,0.00004662396,0.00007613755,0.007772836,0.9874993,0.00001903816],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0001296664,0.9739448,0.0001085042,0.01500192,0.003445657,0.000005547498,0.000075146,0.00001509412,0.007273565],"genre_scores_gemma":[0.006042712,0.9473994,0.0003947,0.005710022,0.004339598,0.0000309807,0.0002045411,0.00004879547,0.03582922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01598856,"threshold_uncertainty_score":0.03691673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007386554447699208,"score_gpt":0.2129035938074207,"score_spread":0.2055170393597215,"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."}}