Quand la revitalisation urbaine dévitalise la marge sociale juvénile
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
Compte tenu des enjeux entourant la revitalisation urbaine des centres-villes, nous formulons l’hypothèse selon laquelle les dispositifs de contrôle associés au contexte de revitalisation du centre-ville-est de Montréal précariseraient davantage le processus de sortie de la rue chez les jeunes qui désirent fuir la menace d’enfermement de la rue. Le discours économique valorisant le développement d’activités et de décors projetant des apparences de prospérité encourage la dispersion et l’évacuation des jeunes de la rue, ces derniers diffusant par leur simple présence des prégnances de décadence urbaine. La répression systématique de la marge sociale juvénile contribuerait à restreindre les possibilités pour ces jeunes d’éprouver pleinement l’expérience de l’autonomie sociale et, conséquemment, d’élaborer un projet de sortie.
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 | 0.001 |
| 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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