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Record W4414318406 · doi:10.1093/ahr/rhaf317

Panagiotis Delis. <i>Notions of Violence and Ethnic Cleansing on the Eve of the First World War: The Balkan Wars of 1912–13</i>

2025· article· en· W4414318406 on OpenAlexaff
Mark Biondich

Bibliographic record

VenueThe American Historical Review · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicItalian Fascism and Post-war Society
Canadian institutionsCarleton University
Fundersnot available
KeywordsEthnic CleansingEthnic groupFirst world warFirst World

Abstract

fetched live from OpenAlex

The Balkan Wars, fought as two distinct but closely interrelated conflicts between October 1912 and August 1913, reshaped the political map of Southeastern Europe and led to the expulsion of the Ottoman Empire from most of the Balkan Peninsula. Unlike the nineteenth-century Balkan revolutionary wars of national liberation, waged by local notables, peasants, and brigands against Ottoman rule, the Balkan Wars were launched by independent, modernizing Balkan states, grouped together in the Balkan League (Bulgaria, Greece, Montenegro, and Serbia) against an increasingly beleaguered Ottoman state. These conflicts were waged by modern armies, supported by paramilitaries and other irregular forces, and characterized by internecine violence that often targeted noncombatants. They reshaped borders, communities, and identities, and in many respects, these wars prefigured the mass violence that characterized European history in the first half of the twentieth century. The centenary of the Balkan Wars occasioned several academic conferences and monographs that revisited these two wars, their origins, course, and legacies. While earlier studies had focused on the high politics of the Balkan Wars and small-power imperialisms of the region’s states, these newer works have examined the dynamics of local violence and how communities in the multiethnic and multiconfessional Balkans navigated the contentious and increasingly violent state policies of irredentism, occupation, and assimilation. This is certainly no easy task, as it involves working in multiple languages across regional and national archives in several countries, as well as having a solid understanding of local historiographies. Panagiotis Delis’s Notions of Violence and Ethnic Cleansing on the Eve of the First World War is one of the most recent studies in this vein and builds on the earlier works by Dimitar Tasić, Ryan Gingeras, Eyal Ginio, John Paul Newman, and others.

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)0.002
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: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.036

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0020.003
Scholarly communication0.0030.004
Open science0.0010.002
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0040.001

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 head0.026
GPT teacher head0.299
Teacher spread0.273 · 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
GenreOther

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".

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Citations0
Published2025
Admission routes1
Has abstractno

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