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Record W4250393803 · doi:10.1080/14608940125162

National Identity Formation in the Baltic Provinces of the Russian Empire: The Skerst Family in the Nineteenth and Twentieth Centuries

2001· article· en· W4250393803 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueNational Identities · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical Geopolitical and Social Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsNational identityEmpireEliteLatvianGermanNobilityPoliticsNationalismPopulationGender studiesPolitical scienceHistoryEconomic historyEthnologyAncient historySociologyLawArchaeologyDemography

Abstract

fetched live from OpenAlex

The modern history of the Baltic provinces of the former Russian Empire has essentially been written from an ethnic/national perspective. It is basically the story of the formation of the Latvian, Estonian, Lithuanian and German 'communities', of their 'specific' national identities and eventually of nation states. With those who acquired a German identity, the focus has essentially been upon the landed nobility, the so-called 'Baltic Barons', the traditional elite that formed a minority even of the ethnically German population. The existence of other German groups has been recognised, such as the 'literary estate' (Literatenstand), which in the nineteenth century 'brought into Baltic higher culture, rationalist viewpoints and represented a potential threat to noble control of local politics.' However, such groups have received comparatively little attention from historians, especially among those publishing in English. Even then there is limited acknowledgement of their possessing distinctive cultural and other forms of self-identification. A recent study by a Canadian scholar of the Germans of Riga before 1914 tends to impose the values of the landed elite upon them. In works published in post-1945 (West) Germany by emigres from the region, there is an inclination to present a distinctive 'Baltic German' identity that is largely derived from the experience of the landed elite.

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.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.473
Threshold uncertainty score0.972

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.027
GPT teacher head0.309
Teacher spread0.283 · 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