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Record W4391132019 · doi:10.1111/soc4.13183

Truth commissions in the established democracies of the Global North: Theoretical and practical perspectives

2024· article· en· W4391132019 on OpenAlex
Michelle I. Gawerc

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

VenueSociology Compass · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical and Contemporary Political Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyEpistemologyRegional scienceEconomic geographyGeographyPhilosophy

Abstract

fetched live from OpenAlex

Abstract In the wake of South Africa's truth‐telling experiment as part of its transition from apartheid to democracy, truth commissions have become one of the most utilized mechanisms for addressing past atrocities. While most truth commissions are established in countries undergoing “transition” to democratic governance or peace, increasingly, established democracies such as Canada, Norway, Sweden, and Finland have also undertaken such processes to address historical (and often, racial) injustices. The U.S. Department of State has denied the relevance of truth commissions to the United States for addressing its own history of racial injustice, however, the U.S. itself has been home to at least 13 official truth commissions (operating primarily at the state‐, county‐, and city‐level) and numerous unofficial truth‐telling processes emanating from civil society. In this article, I review literature on truth commissions with a focus on history and theorized importance, recent application to the more established democracies of the “Global North” and overall significance and limitations in terms of fostering racial justice and social transformation in what are primarily settler colonial states. I conclude by evaluating the state of this research area and by suggesting directions for future research.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
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 score0.258
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.004
Scholarly communication0.0000.000
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 head0.027
GPT teacher head0.282
Teacher spread0.254 · 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