{"id":"W961684678","doi":"","title":"Review of Katya Hokanson, Writing at Russia's Border (Toronto, Buffalo, London: University of Toronto Press, 2008)","year":2009,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Media studies; Sociology; Library science; Political science; History; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003729852,0.0002049274,0.0004370451,0.00002058585,0.001047301,0.00002492092,0.0008613198,0.0001376492,0.0002271524],"category_scores_gemma":[0.00006427131,0.0001747534,0.0003086219,0.00008755937,0.001391263,0.00107442,0.0002226978,0.000157971,0.00001243501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402839,"about_ca_system_score_gemma":0.0003744125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04066405,"about_ca_topic_score_gemma":0.009201601,"domain_scores_codex":[0.9981719,0.0002394692,0.0003831136,0.0002767703,0.000632595,0.000296213],"domain_scores_gemma":[0.998332,0.0001166503,0.0005051789,0.0004727826,0.0004154708,0.000157942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00646248,0.005605475,0.1933379,0.01034108,0.002741976,0.001746697,0.07198507,0.0008150049,0.002145739,0.3223019,0.1959941,0.1865227],"study_design_scores_gemma":[0.001091746,0.000248331,0.0558611,0.003243151,0.0001513464,0.00004452502,0.003183543,0.00002604743,0.0000961171,0.0001375021,0.9355418,0.0003748077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04413302,0.06989333,0.0003971463,0.0007152414,0.0002952188,0.0005596931,0.0002068578,0.00009108071,0.8837084],"genre_scores_gemma":[0.943741,0.04307945,0.0002105196,0.00009872096,0.0001436714,8.895609e-8,0.00006662551,0.00001038575,0.0126495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.899608,"threshold_uncertainty_score":0.9657242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078969847158738,"score_gpt":0.2339990225584704,"score_spread":0.223209324086883,"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."}}