MétaCan
Menu
Back to cohort
Record W4395117059 · doi:10.3138/uhr-2023-0014

Post-Ottoman “Capitality”: Making Sofia and Sarajevo in the Late 19th to the Early 20th Century

2024· article· en· W4395117059 on OpenAlexvenueno aff
Ivaylo Nachev

Bibliographic record

VenueUrban History Review · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicBalkans: History, Politics, Society
Canadian institutionsnot available
Fundersnot available
KeywordsAncient historyLate 19th centuryOttoman empireHistoryArchaeologyGeographyArtPeriod (music)Political sciencePoliticsLawAesthetics

Abstract

fetched live from OpenAlex

This article compares the development of two capital cities in Southeastern Europe, paying particular attention to the political context of this process. The two cities examined in this article are Sofia, the capital city of Bulgaria, established as an autonomous principality in 1878, and Sarajevo, the main city of Bosnia and Herzegovina, which was occupied by the Austro-Hungarian Empire in the same year. The comparison of these two cases aims to reveal their transformations from towns in imperial borderlands into primary cities of the Balkans in the second half of the 19th century. This article focuses on key planning and architectural projects, instruments that represent ideas about nascent states, and the material legacy of Ottoman times in Sofia and Sarajevo to demonstrate how political conditions influenced the attitudes to heritage and urban development. This article aims to demonstrate that the creation of capital cities is a complex process that impacts the nation-building processes.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.078
Threshold uncertainty score0.155

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.008
Scholarly communication0.0050.002
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.036
GPT teacher head0.303
Teacher spread0.266 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueUrban History ReviewSame topicBalkans: History, Politics, SocietyFrench-language works237,207