Navigating and Negotiating Health and Social Services in the Context of Homelessness: Resistance and Resilience
Bibliographic record
Abstract
In this article, we draw upon a case study exploring social inequality and homelessness in homeless-oriented services in a large health and social services centre in Montreal, Quebec, Canada. We take up professionals’ (working in homelessness services) and service users’ (people experiencing homelessness) (N=12) perspectives exploring slippery notions of empowerment/disempowerment using a stigma, resistance, and resilience lens. We mobilize the concepts of navigation and negotiation to better understand participants’ experiences of stigma and the dialogical tensions in empowerment/disempowerment constructs moving beyond simple worker/service user dichotomies of powerful/powerlessness. We explore the more nuanced ways professionals and people who experience homelessness (often described in passive terms) understand these tensions and the dynamics at play within professional relationships, systems, and structural constraints. We unpack professionals’ “silent practices” in their effort to “empower” service users and resist institutional forged by neoliberal pressures. We make the case that systemic and structural constraints manifested in institutional practices push people experiencing homelessness to adopt strategies of resilience.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".