{"id":"W4287381804","doi":"10.36273/2076-9555.2022.3(308).34-40","title":"Press bulletin \"On Soviet Ukraine\": content analysis of editions 1973—1975","year":2022,"lang":"en","type":"article","venue":"Вісник Книжкової палати","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Publishing; Political science; State (computer science); Politics; Soviet union; Period (music); Capital (architecture); Content analysis; Economic history; Library science; Law; History; Sociology; Social science; Ancient history; Art; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001060924,0.0001555732,0.0003570874,0.000269328,0.001222013,0.00005273219,0.0008504894,0.00004921618,0.005243513],"category_scores_gemma":[0.0001010214,0.000129721,0.0003520246,0.0007735859,0.0003207487,0.00006660749,0.0003715284,0.0003372031,0.00007903018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006354111,"about_ca_system_score_gemma":0.0000729745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004026167,"about_ca_topic_score_gemma":0.0007144754,"domain_scores_codex":[0.9974706,0.0006482631,0.0004053822,0.0002794306,0.0008087322,0.000387655],"domain_scores_gemma":[0.9987206,0.0001888789,0.0002443949,0.0005829193,0.0001136101,0.0001496201],"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":[0.0006592331,0.005523059,0.01869388,0.0001369572,0.006008192,0.0002243231,0.1094571,0.01155348,0.001594036,0.3255203,0.4860711,0.03455842],"study_design_scores_gemma":[0.0004066889,0.0002143361,0.004567731,0.00001404671,0.0003292531,0.000001101877,0.01118715,0.0001233443,0.00006602586,0.0001142915,0.9827492,0.0002268837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2096132,0.0008658256,0.0001961252,0.0090589,0.001866626,0.0007863269,0.001013832,0.0002838977,0.7763153],"genre_scores_gemma":[0.9720136,0.0002284273,0.00009482703,0.0008170456,0.0002839349,0.00005656546,0.0001402216,0.00002291123,0.02634247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7624004,"threshold_uncertainty_score":0.9956658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09114960403785403,"score_gpt":0.3018382342775181,"score_spread":0.2106886302396641,"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."}}