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Record W4415650096 · doi:10.26522/ssj.v19i3.5123

Reflections on Repair Praxis in Academic Spaces

2025· article· en· W4415650096 on OpenAlexaffvenue
Daphne Winland

Bibliographic record

VenueStudies in Social Justice · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicAnthropology: Ethics, History, Culture
Canadian institutionsYork University
Fundersnot available
KeywordsPraxisAcademic freedomContext (archaeology)Identity (music)CentralityEconomic JusticeSocial justiceCritical theory

Abstract

fetched live from OpenAlex

Having conducted research and taught courses in political anthropology for several decades, particularly on nationalism, populism, and ethnonational conflict, I have initiated, facilitated and been caught up in many difficult conversations on issues including identity (politics), rights, conflict and justice with my students and colleagues. My research on the dissolution of the former Yugoslavia and the Kitchener-Waterloo Mennonite Victim-Offender Reconciliation Program has taught me valuable lessons on how practices of repair have been embedded or emerged in response to tensions, conflict and trauma-induced experiences, histories and lived realities. These lessons have become especially relevant in the context of recent challenges to academic freedom that have emerged in response to the ongoing war in Palestine/Israel. Suspensions, censure and surveillance are some of the troubling consequences, which combined have had an enormous impact on pedagogy and scholarship, affecting faculty and students alike. In this context, I argue that practices reflecting the centrality of (and urgent need for attention to) academic freedom are enhanced through pedagogical instruction and illustrate several strategies I use in classroom settings. I also discuss how despite the fractious environment created, and in some cases inflamed by the ongoing conflict, faculty and student groups are endeavouring to create and test out safe and respectful spaces for critical thinking, vigorous debate, as well as sharing and listening. These and other locally inspired initiatives are important to building networks based on thoughtful discussion and analysis, allyship, activism and more. I conclude by reflecting on anthropological research on the ethics of repair and its potential to inform pedagogical strategies aimed at navigating increasingly fraught and vulnerable academic spaces.

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)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.920
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.004
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.184
GPT teacher head0.550
Teacher spread0.366 · 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; both teacher heads agree on what is shown here.

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
Published2025
Admission routes2
Has abstractyes

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