{"id":"W2895484352","doi":"10.21226/ewjus426","title":"Lucien J. Frary and Mara Kozelsky, editors. Russian-Ottoman Borderlands: The Eastern Question Reconsidered.","year":2018,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Post-Soviet Geopolitical Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Index (typography); History; Classics; Ancient history; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002380153,0.0002324556,0.0004495981,0.0001491021,0.001152193,0.0001981979,0.0004153259,0.0001356416,0.00007414893],"category_scores_gemma":[0.002097412,0.0001567909,0.0001297362,0.0002812387,0.002629632,0.0005171437,0.0001755905,0.0004139828,0.00006471811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123263,"about_ca_system_score_gemma":0.0003259107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002353083,"about_ca_topic_score_gemma":0.001566587,"domain_scores_codex":[0.9972996,0.0005648717,0.0006164493,0.0002388815,0.0006926532,0.0005875857],"domain_scores_gemma":[0.9978058,0.0006057168,0.0004642435,0.0002207424,0.0005831987,0.0003203219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004264809,0.0004410022,0.1743138,0.0001647374,0.001723343,0.0003499887,0.6426304,0.00000448142,0.00003476925,0.05727681,0.03209613,0.09053805],"study_design_scores_gemma":[0.001655273,0.001509116,0.1540225,0.0009219634,0.0003342428,0.0003668684,0.09145904,0.0002007927,0.00001003902,0.03531671,0.7134318,0.0007716486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8457174,0.009389281,0.00009773331,0.07568133,0.01155099,0.0004604339,0.00004233233,0.00009873198,0.05696182],"genre_scores_gemma":[0.9819655,0.000908496,0.0007376245,0.000969964,0.0142224,0.000005025094,8.956603e-7,0.00002262577,0.001167437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6813356,"threshold_uncertainty_score":0.9688988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817853985906666,"score_gpt":0.3587930412147599,"score_spread":0.3206145013556932,"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."}}