MétaCan
Menu
Back to cohort
Record W4220666279 · doi:10.1017/s0008938921001734

Negotiating Sovereignty in German History—Historiographical Challenges

2022· article· en· W4220666279 on OpenAlexaff
Rüdiger Graf, Heidi Tworek

Bibliographic record

VenueCentral European History · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicEuropean Political History Analysis
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsSovereigntyPopular sovereigntyHistoriographyGermanPoliticsPolitical scienceColonialismLawPower (physics)NegotiationAutonomyPolitical economyInternational relationsSociologyHistory

Abstract

fetched live from OpenAlex

Abstract This article introduces a special issue on the politics of sovereignty in German history. Historical work provides an important corrective to understand the current discursive resurgence of sovereignty. Historians (and other scholars) should treat sovereignty not as a factual description of the world, but rather analyze it as a rhetorical claim to assert power in territorial, political, economic, legal, and cultural disputes. Much of the power of sovereignty lies in the power to define its boundaries, whether geographical or conceptual. German history offers a particularly fruitful route to historicize the concept, as Germany is arguably both a paradigmatic and a special case in the history of sovereignty. From late-nineteenth-century colonialism to contemporary disputes around gambling restrictions, German discourse on sovereignty has intertwined with and challenged international understandings of sovereignty together with neighboring concepts, such as independence, autonomy, supreme authority, and control. In the twentieth century, perhaps no country experienced stronger affirmations of both sovereignty and the necessity to integrate into inter- and supranational structures than the country at the center of the two world wars and subsequently divided during the Cold War.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.925
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0240.000

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 head0.056
GPT teacher head0.202
Teacher spread0.146 · 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 teacher head, not a consensus.

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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueCentral European HistorySame topicEuropean Political History AnalysisFrench-language works237,207