{"id":"W2326297551","doi":"10.1080/00085006.2011.11092690","title":"Review Article","year":2011,"lang":"en","type":"article","venue":"Canadian Slavonic Papers","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Ukrainian; Historiography; Scholarship; Political science; Dominance (genetics); Nationalism; Communism; History; Political economy; Sociology; Aesthetics; Law; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002966071,0.00005988345,0.00009179709,0.00004860504,0.0003673234,0.000007941252,0.0001965566,0.00005895015,0.008969095],"category_scores_gemma":[0.0001070279,0.00005969554,0.0000616527,0.0002092339,0.0002075832,0.00007112918,0.000004600541,0.00008036409,0.0009977228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003996841,"about_ca_system_score_gemma":0.001315014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2865163,"about_ca_topic_score_gemma":0.7559878,"domain_scores_codex":[0.9992117,0.00007226885,0.00009432164,0.000130765,0.00009584858,0.0003950416],"domain_scores_gemma":[0.9991454,0.00001285784,0.00002400785,0.0001706784,0.00001945604,0.0006276232],"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":[0.000004669525,0.00003108118,0.006789115,0.0001330081,0.00005309584,0.0001554991,0.03899311,6.002134e-8,0.00008013722,0.2526551,0.5763299,0.1247751],"study_design_scores_gemma":[0.00004625221,0.000006295722,0.005154439,0.00009566962,0.00001447253,8.371528e-7,0.000762567,1.64268e-7,0.000004895051,0.0001911804,0.9936248,0.00009841372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001571549,0.021556,2.190046e-7,0.001865482,0.0003580228,0.0001357434,0.000002387163,0.00004447542,0.9744661],"genre_scores_gemma":[0.9617487,0.0103141,0.00009752913,0.0149678,0.0001522676,0.00001936945,0.00000168504,0.0000142429,0.01268429],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9617819,"threshold_uncertainty_score":0.9997801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186292062606983,"score_gpt":0.2603543987496166,"score_spread":0.2184914781235467,"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."}}