“(IM)MOBILE PRECARITY” AMONG YOUNG PEOPLE IN NEWFOUNDLAND AND LABRADOR
Bibliographic record
Abstract
Mobility for work and education among young people has been a key feature of contemporary life. Drawing on focus groups with youth living in the Canadian province of Newfoundland and Labrador, as well as key informant interviews with people who work for community-based organizations that serve youth, I examine the relationship between young people’s employment- and education-related geographical mobilities and precarity. I draw on recent insights from scholars examining precarity as grounded in both labouring conditions and ontological experience. In foregrounding the experiences and subjectivities of poor and working-class youth, I show how the structure of youth labour markets and of education and training cheapens youth labour, with implications for youth’s capacity for independence. In a context of broader regimes of mobility associated with resource extraction, young people without formal qualifications live precarious lives: they move from job to job and place to place, and rely on family and friends to support their housing and other needs. In this context of uncertainty and labour market volatility, youth expressed disorientation regarding decisions about work, education, and mobility, reflecting the high stakes of not making the “right” choice, and developed a pragmatic approach to work as a way to make a living rather than a pathway to a meaningful life. I conclude by situating these findings as a critique not just of precarity but of capitalist economic arrangements more broadly, with implications for the kinds of solutions that can address structural class inequalities.
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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".