IDEAS, INTERESTS, INSTITUTIONS AND THE HISTORY OF CANADIAN BANKRUPTCY LAW, 1867–1880
Bibliographic record
Abstract
Michael Trebilcock's scholarship has long recognized the importance of ideas, interests, and institutions in shaping policy. Taking the same analytical approach that Michael Trebilcock and Ninette Kelley use in their ground-breaking book on the history of Canadian immigration, which focuses on economic interests, contested ideas, and institutions, this article examines the Canadian historical experience to gain an understanding of the ideas, interests, and institutions that have been influential in shaping the evolution of Canadian bankruptcy law. Specifically, the article addresses the rise of Canadian bankruptcy legislation in the early post-Confederation period and its ultimate repeal in 1880. Bankruptcy law represented both a conflict of ideas over the morality of the bankruptcy discharge and a distinct divergence of interests between local and distant creditors over the advantages and disadvantages of a pro rata distribution. Institutional factors such as federalism, courts, and the emerging regulatory state also had an independent effect.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.006 | 0.006 |
| Science and technology studies | 0.018 | 0.033 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.007 | 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".