In The Middle: Being Portuguese And Gay In The Wake Of The Emanuel Jaques Murder In 1977 Toronto
Bibliographic record
Abstract
This thesis revisits the murder of the 12-year-old Portuguese immigrant boy Emanuel Jaques in Toronto in 1977 and the cultural response it ignited through qualitative interviews with five Portuguese gay men who were coming of age around this moment. Homosexual men across the city were conflated with the men who murdered Jaques because of their sexualities and depicted as a threat to children by politicians, law officials, protestors, and members of the media. Young Portuguese gay men found themselves in between two sides of an intense moral panic yet their experiences had not previously been sought out and recorded. They recall facing a fear of self and of others following the murder, a questioning or rejection of their sexualities, and in one case, continuing guilt. These experiences are considered within a broader context of what it meant to be Portuguese and gay in the ‘70s and ‘80s in Toronto.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.038 | 0.016 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.003 | 0.006 |
| 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".