Bibliographic record
Abstract
Academic accommodations have become quite commonplace in universities in the Global North. At their best, accommodations support the rights of all students to an education, enabling students with disabilities or those who learn differently to succeed in the university and beyond. But are accommodations truly at their best? Reflecting on his own experiences as a Black student with a disability as well as the experiences of other Black students accessing accommodations at Canada’s premier university, the University of Toronto, Baker examines how Black students who self-identify as having a disability navigate the everyday complexities of Blackness and disability in Canadian higher education. Revealing the often invisible ways Black disabled students negotiate the double bind of disability and anti-Blackness, this book draws attention to the alarming regularity with which students internalize stigmas born from structural forms of anti-Black racism and ableism and demonstrates how this often create devastating barriers to student success and well-being. Timely, thought-provoking, and at times deeply personal, this book encourages us to rethink the accommodations process with the aim of supporting all students to achieve success within the academy and beyond.
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 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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.012 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".