Property Rights, Redevelopment Areas, and Toronto Ratepayer Associations in the 1950s
Bibliographic record
Abstract
In the 1950s, Toronto ratepayer associations inserted themselves into debates about property relations and the appropriate use of the City’s new redevelopment authority as then being tested by elected officials and developers. Two case studies are presented: a designated redevelopment area where the City failed to close a deal with development firms, and a request, ultimately denied, by a developer group to to have the City establish another area to acquire the properties they had failed to. In both cases, ratepayer associations did not question City expropriation of private property if done for a sufficiently public purpose but argued vehemently against City expropriation of land from one set of private owners to benefit another. Although it is not possible to fully know the effect ratepayer associations had on these failed attempts of using redevelopment authority, they should be seen as urban social movements organized to protect local property rights from developers and a new interventionist local state.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.022 | 0.025 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.010 | 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".