Urban Space and Homosexuality: The Example of the Marais, Paris' 'Gay Ghetto'
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
'Gay ghettos'—neighbourhoods dominated by homosexual men and women-have emerged during recent decades in many cities in North America and western Europe, including in Paris' historical Marais quarter. The gay Marais resulted from economic and social factors such as initially low rents and real-estate prices in a run-down neighbourhood ripe for gentrification, a central location with good public transport and the emergence of an urban gay community eager to establish a territorial base for its political militancy. In addition, gay businessmen consciously set out to establish commercial venues in the Marais that would embody a more openly gay lifestyle. The Marais and this lifestyle have become objects of bitter attack from both outside and within the gay community. Residents resent the intrusion into their neighbourhood, while others denounce the formation of a distinct gay identity as 'communitarianism' and a threat to French national values.
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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 | 0.001 | 0.001 |
| 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