Bibliographic record
Abstract
This paper discusses the case of Carter Churchill v. Newfoundland and Labrador English School District and analyses legal documents as they illuminate current understanding of linguistic justice and relational ethics. This case is a test case for the standard of education provided to deaf learners in Canada who benefit from sign language. Linguistic justice considers language issues as they are relevant to social justice. The paper first discusses the linguistic justice framework in relation to deaf children’s right to sign language, then analyses legal documents from the case for what they reveal about patterns of inaction on the part of senior educational administrators and deficiency views of American Sign Language (ASL) that are pervasive in Canadian early intervention and education systems for deaf children. While the 2023 Human Rights Commission of Newfoundland and Labrador’s Board of Inquiry decision found the school district failed to provide reasonable accommodation and discriminated against Carter during the first four years of his education, this decision and related events stop short of ordering linguistic justice for deaf children in the form of sign language policy and planning that fulfils a society’s ethical responsibilities to deaf people.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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; a candidate call from one teacher head, not a consensus.
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".