Youth and their Multiple Relationships with the City: Experiences of Exclusion and Belonging in Montréal
Bibliographic record
Abstract
Abstract This chapter examines how young people relate to and engage with their city. Framed by a sociological approach to childhood, we assert that young people are competent social actors, living a complex relationship with their urban environment, while facing paternalism. The study draws on participatory activities including focus group discussions, neighbourhood walks, city mapping and song and video creation with 54 youth aged 9–17 years from six areas of Montréal (Canada). Our findings point to young people’s mixed experiences and views of Montréal. On the one hand, the city is experienced as unwelcoming, excluding, homogenising and stressful. Among recreational facilities, mental health services and venues to hang out, there is little that meets youth’s specific needs and aspirations. They also pointed out the inequalities across neighbourhoods, pressures to fit into uniformising models, the limitations of gender roles and a lack of support from adults. On the other hand, youth are responding to and shaping their environment by seeking belonging in the city. They question the inequalities and homogenising forces, seek meaning in places and community and value relationships and diversity. We contend that moving towards child–youth friendly cities calls for better listening to youth to enhance the type of opportunities that reflect their needs and aspirations, while providing for inclusive cities that feature alternative forms of citizenship, accessibility to local places, diversity and community.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".