{"id":"W3186647738","doi":"10.5195/ahea.2021.451","title":"Georg B. Michels. 2021. The Habsburg Empire under Siege: Ottoman Expansion and Hungarian Revolt in the Age of Grand Vizir Ahmed Köprülü. Montreal: McGill-Queen’s University Press, 2021. 603 pages.","year":2021,"lang":"en","type":"article","venue":"Hungarian Cultural Studies","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Queen (butterfly); Siege; Ancient history; Art; Empire; Ottoman empire; Art history; History; Political science; Politics; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006551592,0.0002496561,0.0005028363,0.00002994927,0.002143484,0.00007716421,0.0003911938,0.0002082025,0.00003217047],"category_scores_gemma":[0.0006524643,0.0001548686,0.0001831476,0.0005215383,0.001364148,0.0002286725,0.0002583513,0.0004066752,0.000003815951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477682,"about_ca_system_score_gemma":0.00008303705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01913585,"about_ca_topic_score_gemma":0.0544588,"domain_scores_codex":[0.9970702,0.001085243,0.0003432349,0.0004289067,0.0005384757,0.0005339346],"domain_scores_gemma":[0.9985015,0.0006304808,0.0001305099,0.0002703915,0.0003389216,0.000128204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002194582,0.0007707044,0.006316557,0.0002763696,0.0009407182,0.0009010153,0.282271,0.00003756794,0.0006973204,0.6073205,0.08710687,0.01314191],"study_design_scores_gemma":[0.001052192,0.00007570735,0.08893567,0.0001243885,0.0002562495,0.00000339766,0.2323898,0.00001783478,0.00004087147,0.01127204,0.6653477,0.0004841085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5128236,0.01668322,0.00003257015,0.1379307,0.002260097,0.002920389,0.0005274249,0.0001972084,0.3266248],"genre_scores_gemma":[0.9346889,0.01475119,0.0000627292,0.0006709966,0.0003546006,0.00001514835,0.00003593825,0.00001566302,0.04940488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5960484,"threshold_uncertainty_score":0.9991556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582025070461991,"score_gpt":0.2836290895628918,"score_spread":0.2478088388582719,"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."}}