{"id":"W4415656427","doi":"10.63840/uvvg.sp.2023.33.007","title":"The Cities of Central Europe at the Twilight of the Habsburg Empire (review of Catherine Horel, Multicultural Cities of the Habsburg Empire, 1880-1914: Imagined Communities and Conflictual Encounters (Budapest: Central European University Press, 2023)","year":2023,"lang":"","type":"article","venue":"Societate şi politică","topic":"Central European national history","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Subject (documents); Twilight; Quarter (Canadian coin); Kingdom; Space (punctuation)","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"],"consensus_categories":["sts"],"category_scores_codex":[0.001842658,0.0005475288,0.0008178459,0.00005535299,0.002044341,0.0000654139,0.002600079,0.00009777397,0.0001554494],"category_scores_gemma":[0.0005506685,0.0003137405,0.000909809,0.0009283678,0.0202954,0.0003289955,0.001638709,0.000615763,0.000007467928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004522341,"about_ca_system_score_gemma":0.0007650357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00656617,"about_ca_topic_score_gemma":0.001131145,"domain_scores_codex":[0.9915439,0.004065519,0.001283955,0.0003808195,0.001521457,0.001204316],"domain_scores_gemma":[0.9946235,0.001602242,0.001515459,0.0009914559,0.001049371,0.0002179429],"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":[0.0003439171,0.0004267612,0.02290104,0.006753009,0.001908578,0.00002123837,0.7966781,0.0003114312,0.002090338,0.06139005,0.1062223,0.0009532914],"study_design_scores_gemma":[0.001605981,0.0001582002,0.2629688,0.003444571,0.001029535,0.00001276482,0.2128602,0.0002580033,0.001575914,0.0001044185,0.5153,0.0006815782],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9152163,0.03232869,8.004215e-7,0.009940878,0.001795089,0.001694542,0.002863134,0.00006211139,0.03609851],"genre_scores_gemma":[0.8918809,0.08593583,0.000005310368,0.000529654,0.0001590557,0.000003419266,0.00004262611,0.00005464719,0.02138852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5838178,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167931744414987,"score_gpt":0.2466152361820806,"score_spread":0.2249359187379308,"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."}}