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Record W6955375717 · doi:10.57912/23869104.v1

Barn razing: Change and continuity in identity during conflict

2023· article· en· W6955375717 on OpenAlexaboutno aff

Bibliographic record

VenueAmerican University Research Archive · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicLiterature: history, themes, analysis
Canadian institutionsnot available
Fundersnot available
KeywordsGrounded theoryIdentity (music)Symbolic interactionismIdentification (biology)Identity changeFocus (optics)Constant (computer programming)Conflict theories

Abstract

fetched live from OpenAlex

This dissertation seeks to understand how the identity of a particular people, Mennonites, changes and remains constant during periods of conflict, over time. Identity is approached from a symbolic interactionist and sociological (social) constructivist stance. Using an adapted historical, grounded theory methodology, it explores how a group defines itself during three, decade-long periods of conflict in the twentieth century. The three temporally and geographically bounded periods of conflict in focus are: 1914-1924 Russia/Ukraine, 1934-1944 western Canada, 1977-1987 western Canada (Saskatchewan). The sites of conflict raise competing affiliation demands around identification with the state, religious beliefs, land and belonging. The grounded theory constant comparative method is used to uncover the structure of the concepts and categories comprising Mennonite identity that are utilized by Mennonite leaders during the three periods of conflict. Each conflict site is described in detail followed by an analysis of the categories of identification; the categories and properties that emerge provide a substantive theory of Mennonite identity over time. The dissertation also investigates the dynamics of continuity and change in the content of the categories. Three levels of change are evident: (1) subtle shifts and minor adaptations to context; (2) major fluctuations and temporary suspensions in the use of properties or categories; (3) properties and categories that are discontinued from use. The first two levels of change promote and enable continuity in Mennonite identification. The third level, discontinuity, is then explored in greater depth focusing on detachment from place (the Russian Steppe) and language (German). Taken together these examples highlight the interplay between external factors that promote change and the internal factors that are necessary for change but which also contribute to continuity over time. The dissertation utilizes and contributes to Rogers Smith's notion of "political peoplehood," demonstrating that an entire political people may seek to inspire a sense of "worth" and "trust," and may further integrate these concepts into their group identification. Finally, the research contributes a methodology that identifies a relatively stable core set of categories of identification, as well as probing the dynamics of change over time.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.654
Threshold uncertainty score0.980

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.084
GPT teacher head0.291
Teacher spread0.207 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2023
Admission routes1
Has abstractyes

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