Intersections between Precarious Housing and Residential Tenancy Law: A Review of A Complex Exile and Recent Legal Scholarship on Residential Tenancies
Bibliographic record
Abstract
This review essay challenges siloed thinking about housing precarity by bringing a sociological account of emergency shelters in Ottawa, Canada–Erin Dej’s book A Complex Exile–into conversation with recent scholarship from Canadian academics on residential tenancy law.3 One intuition underlying this essay is that we need to think about these disparate legal regimes as comprising a bigger system of housing law. Bringing these areas of law into conversation with one another allows us to identify common themes and these may inform statutory reform initiatives, changes to practice, and advocacy on related social issues. Promising innovations in one area of housing law may be relevant to the regimes that govern other shelter arrangements. Looking at housing law more holistically also enables us to identify how the different regimes leave gaps, create conflicts, and otherwise prove challenging for the individuals who navigate amongst them.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.006 | 0.012 |
| Science and technology studies | 0.001 | 0.005 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".