Unsettling the Future by Uncovering the Past: Decolonizing Academic Libraries and Librarianship
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.
Bibliographic record
Abstract
Canada is at an interesting point in its history, where the atrocious assimilation practices that were in place until the mid-1990s are being acknowledged in the hopes for a better relationship between Canada’s Indigenous and non-Indigenous peoples. Both the Truth and Reconciliation Commission report, and the Canadian Federation of Library Associations/Federation Canadienne des Associations de Bibliotheques (CFLA/FCAB)’s report from its Truth and Reconciliation Committee (n.d.) recognize the significant role of education needed to address changes. Where do academic libraries fit into this? I first discuss the colonial history of libraries, as extensions of education institutions, followed by a look at how library and information science (LIS) curriculum falls short in preparing students for working with Indigenous peoples and Indigenous resources. Finally, I examine how libraries can decolonize their services. Canadian academic library staff cannot continue to be so ill-equipped to serve Indigenous students and faculty.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.054 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it