Crossing the Line: Homophobic Speech and Public School Teachers
Bibliographic record
Abstract
The issue of a teacher’s expressed homophobic views outside the classroom and how those can be taken to affect his position as a teacher in a public school system has recently come up in the Kempling case. The case raises a host of educational and legal questions. In this article, we examine the competing constitutional claims relating to liberty and equality. On one hand, the teacher maintained that his rights to freedom of expression and freedom of religion, set out respectively under ss. 2(a) and 2(b) of the Charter, allowed him to make his controversial, public comments. On the other hand, the equality rights guaranteed under s. 15 of the Charter protect individuals from discrimination on the basis of sexual orientation. We argue that the suspension of Mr. Kempling by the British Columbia College of Teachers was necessary to uphold the equality rights and interests of gays and lesbians as well as to protect the integrity of the teacher's duty to act as both an educator and a role model.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.020 | 0.030 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.007 | 0.011 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".