{"id":"W1589098374","doi":"10.21226/t2d596","title":"Omer Bartov and Eric D. Weitz, eds. Shatterzones of Empires: Coexistence and Violence in the German, Habsburg, Russian, and Ottoman Borderlands.","year":2015,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Historical Influence and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Ottoman empire; Humanities; Political science; Art; Theology; History; Philosophy; Law; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550781,0.0001575143,0.0004428821,0.0001483062,0.0003037787,0.00006965343,0.0002351939,0.00005838959,0.000005477311],"category_scores_gemma":[0.0006149288,0.0001034705,0.00004408004,0.0003188427,0.001322543,0.0004312494,0.00008502953,0.0002018437,0.00000245415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003856446,"about_ca_system_score_gemma":0.0001222217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003542436,"about_ca_topic_score_gemma":0.0006796729,"domain_scores_codex":[0.9983222,0.0002523674,0.0004898917,0.0001743738,0.0004905518,0.0002706538],"domain_scores_gemma":[0.9988126,0.000314948,0.0003340806,0.0001143686,0.0002194533,0.000204506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001182114,0.0001275059,0.2412288,0.0001000435,0.0001070735,0.0001665012,0.7384217,0.000001791924,0.00006148675,0.001289291,0.001180922,0.01719674],"study_design_scores_gemma":[0.00265673,0.001127406,0.6450439,0.00159217,0.0001636515,0.000247259,0.1683034,0.00001236565,0.0000135373,0.007404423,0.1728527,0.0005823951],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483158,0.04434067,0.000002173695,0.005162491,0.0001670901,0.0001184915,0.000003805016,0.000007054017,0.001882442],"genre_scores_gemma":[0.9875559,0.01141213,0.0002060094,0.0005420749,0.0002068314,0.000004573612,1.514166e-7,0.000006667132,0.00006565284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5701182,"threshold_uncertainty_score":0.4872964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08963910217665533,"score_gpt":0.3918571742889404,"score_spread":0.3022180721122851,"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."}}