{"id":"W1416827370","doi":"10.1353/imp.2011.0039","title":"Українофіли: світ українських патріотів другої половини ХІХ століття по Сергій Єкельчик (review)","year":2011,"lang":"uk","type":"article","venue":"Ab imperio","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Empire; History; Ancient history; Political science; Economic history; Humanities; Art; Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002439974,0.001003651,0.001270618,0.0002065698,0.001712882,0.0002534463,0.003440922,0.0005396058,0.008869778],"category_scores_gemma":[0.0003055116,0.0007823022,0.0008536191,0.001055651,0.001632191,0.001007869,0.001227867,0.001311387,0.01534894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469191,"about_ca_system_score_gemma":0.0008327938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007333158,"about_ca_topic_score_gemma":0.001401386,"domain_scores_codex":[0.9929024,0.001240229,0.001493483,0.001131713,0.001133669,0.002098535],"domain_scores_gemma":[0.9953964,0.000162829,0.0007754263,0.002339678,0.0003315294,0.0009941307],"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":[0.0003426904,0.002248356,0.02060466,0.003333173,0.001182533,0.001021175,0.1127568,0.000001796656,0.001030516,0.03206576,0.523335,0.3020776],"study_design_scores_gemma":[0.001100617,0.0006250853,0.01356342,0.002433449,0.0003689135,0.000077572,0.008854686,0.00001995865,0.0002923007,0.0002680519,0.9706767,0.001719247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0982151,0.2093239,0.00005040289,0.002058716,0.00724149,0.001802568,0.0001125999,0.0005563521,0.6806388],"genre_scores_gemma":[0.4757888,0.4859973,0.0003977723,0.00464161,0.001697839,0.0000521823,0.00004851357,0.0002155593,0.03116038],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6494785,"threshold_uncertainty_score":0.9995868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09333009754731948,"score_gpt":0.2900733423355739,"score_spread":0.1967432447882544,"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."}}