Lesbians, Gay Men, and the Canadian Charter of Rights and Freedoms
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
The legacy of the first twenty years of the Charter for lesbians and gay men is a contradictory one of victories and defeats. At the level of doctrine, strategy, and politics, both the victories and defeats have been precarious and contradictory. While gaining formal equality rights, lesbians and gay men have not been able to secure rights to sexual freedom. And while formal equality has displaced the heteronormativity that denied legal recognition and subjectivity to lesbians and gay men, this formal equality has come at a cost. Lesbians and gay men are being reconstituted in law: some are being newly constituted as legal citizens while others are being re-inscribed as outlaws. The first twenty years of the Charter is a legacy of transgression and normalization; these new legal subjects are both challenging dominant modes of legal subjectivity and its insistence of heterosexuality, while being absorbed into them.
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 | 0.001 | 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 | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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