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Record W3193896945 · doi:10.1080/13602365.2021.1958899

To see others in ourselves: justice and architectural ambiguity in the Tuol Sleng Genocide Museum

2021· article· en· W3193896945 on OpenAlexafffund
Nicholas Forrest Frayne

Bibliographic record

VenueThe Journal of Architecture · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsUniversity of Waterloo
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsAmbiguityGenocideSociologyNormativeEconomic JusticeIdentity (music)PraxisIdeologyArchitectureAestheticsEpistemologyLawPolitical scienceVisual artsPhilosophyArtLinguistics

Abstract

fetched live from OpenAlex

Grounded in Amartya Sen’s work on justice, identity, and violence, this article studies the Tuol Sleng Genocide Museum in Cambodia as a space that encourages the ethical assessment of justice through non-didactic, disjunctive resonance between the normative and the unfamiliar. Defining architecture as a meaningful spatio-temporal continuum, the article employs an analytical methodology drawn from creative praxis to argue that our senses of identity are formed through architecture both cognitively, in our response to the known, and affectively, in our experience of the unknown. In order to retain the discursive nature of justice, this continuum needs to operate with a destabilising ambiguity to avoid exclusive ‘othering’. This ambiguity allows for our sense of identity to expand beyond group-based ideologies that can sustain and hide societal violence.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.031
Threshold uncertainty score0.064

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0310.037
Scholarly communication0.0100.005
Open science0.0010.016
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.020
GPT teacher head0.293
Teacher spread0.274 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations2
Published2021
Admission routes2
Has abstractyes

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