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Record W4410480692 · doi:10.47989/ir30colis52246

Small acts to make safe space: a case study of the Queer Liberation Library as a queer space

2025· article· en· W4410480692 on OpenAlex
Z. Coltman

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInformation Research an international electronic journal · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicArt, Politics, and Modernism
Canadian institutionsWestern University
Fundersnot available
KeywordsQueerSpace (punctuation)Queer theoryLiberationGender studiesArtSociologyComputer science

Abstract

fetched live from OpenAlex

Introduction. This paper examines small acts from the Queer Liberation Library (QLL) that makes it a queer space as defined in previous research. This emphasises the need for access to those with multiple minority identities, and the ways in which other libraries not focused on exclusively queer literature and membership can take these small changes to make a big impact. Method. Using QLL as a case study, this paper focuses on the creation of queer space as a heterotopic mirror to normative space, refusing the unqueer spaces that attempt to enforce binaries through critical librarianship. Phenomenology is used to describe individuals’ orientations towards the normative, queer and unqueer spaces mentioned above. Analysis. The analysis takes a broad look at the purpose of QLL and other queer-focused libraries before narrowing the topic to look at three small acts on QLL’s part that build the queer space of this library: the quick exit function on their website, the lists and collections they curate monthly and QLL’s policies (collection management and membership). Conclusions. Though there is much that could, and should, be done to build queer space into public libraries, especially for multi-minority individuals, this paper argues that small acts can and should be implemented before tackling larger tasks that require excess manpower, funding and time. Though these small acts do not replace the need for larger change, they can be implemented quickly and work to make public libraries safe spaces while larger changes are slowly implemented.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.910
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.058
GPT teacher head0.349
Teacher spread0.291 · 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