{"id":"W4410983908","doi":"10.5325/hungarianstud.52.1.0001","title":"Introduction: Hungary and the Ottoman Empire in Early Modern History","year":2025,"lang":"en","type":"article","venue":"Hungarian Studies Review","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ottoman empire; History; Ancient history; Empire; Classics; Political science; Law; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224697,0.0002507597,0.0001985439,0.0007529053,0.00178909,0.004051795,0.0004409193,0.0007204582,0.007190417],"category_scores_gemma":[0.0004652836,0.0001210006,0.0001127783,0.001871061,0.003755851,0.001951736,0.001411151,0.001102104,0.0008339647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003883694,"about_ca_system_score_gemma":0.001679238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02449733,"about_ca_topic_score_gemma":0.03501004,"domain_scores_codex":[0.9997181,0.00005500623,0.00001489194,0.00003771426,0.00007019152,0.0001040058],"domain_scores_gemma":[0.9998351,0.00006033915,0.00003051855,0.000009220688,0.00002232977,0.00004244442],"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":[0.0002485719,0.00005323588,0.01837571,0.0008195823,0.00004156331,0.001674931,0.04310521,0.0006947294,0.0004770061,0.7047257,0.1398019,0.08998183],"study_design_scores_gemma":[0.00001368585,0.00002237278,0.03792163,0.0004407525,0.00001354517,0.0004924928,0.009744298,0.00009217166,0.0001844697,0.0163078,0.9347473,0.00001957325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.2430374,0.2137787,0.0008002241,0.03170748,0.008438299,0.00002697734,0.001282538,0.000060715,0.5008676],"genre_scores_gemma":[0.8919293,0.04779125,0.0002543876,0.002285551,0.002707179,0.00001003228,0.0004096663,0.0000401894,0.0545725],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02449733,"threshold_uncertainty_score":0.04870945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922703250058247,"score_gpt":0.2686061294146013,"score_spread":0.2193790969140189,"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."}}