Looking for Cover: A Public Choice Critique of the Canadian Debit Card Code
Bibliographic record
Abstract
This paper compares and contrasts American and Canadian efforts to regulate debit cards. The paper begins by outlining significant differences between the two approaches arguing that Canadians do not enjoy the same level of protection as do their American counterparts with respect to its provisions governing unauthorized transactions, dispute resolution and its enforcement mechanisms. The question is then asked as to why this is the case and the paper examines the two legal regimes through an institutions affirming public choice lens. The paper suggests that the more concentrated nature of the financial services industry in addition to its desire to forestall more onerous future legislation explains why Debit Cards in Canada are governed by a more lax consumer protection regime than is the case in the United States. With respect to the methodology used to reach this conclusion, the author postulates that public choice can only be effective as a public policy tool if it is used in a positive prescriptive manner that is designed to provide an institutional alternative. The paper concludes with some suggestions for reform designed to make the legal regime in Canada more responsive to consumer concerns.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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".