Radius Restrictions on Retail Chains and the Similarity of Neighboring Shopping Centers
Why this work is in the frame
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Bibliographic record
Abstract
Abstract In Canada and the US, shopping center developers may impose ‘radius restrictions’ on tenants in their shopping centers, prohibiting tenants in a particular shopping center from opening another store within a certain radius. Whether a radius restriction is imposed on a chain will depend upon the relative bargaining positions of the chain and the developer. This paper presents an empirical analysis of regional shopping center composition in Canada, using variables that reflect the bargaining power of retail chains and shopping center developers. We find that large, well established, and growing chains are more likely to enter neighboring malls, consistent with the hypothesis that whether a chain enters neighboring malls depends upon its bargaining power. As well, we find that a chain is more likely to enter neighboring malls owned by large developers, consistent with large developers trying to keep retail chains out of the malls of small developers.
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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 it