Bibliographic record
Abstract
Abstract The Ottawa system existed within a wider ecosystem of Empire-Commonwealth economic governance, notwithstanding the ‘every closer disunion’ of the core membership of the British Commonwealth of Nations. This chapter outlines the areas in which chambers sought, and to some degree saw, continuing possibilities and realities of coordination. As often as not these complemented and coexisted with a wider international context. The chapter starts by outlining how, as the gold standard failed, monetary policy became for a major area of discussion. The FCCBE and the London chamber became vectors for heterodox monetary thinking. The area ultimately saw the formation not of a pan-imperial currency, but of the sterling bloc, which during the Second World War became the more tightly controlled sterling area (while excluding Canada). The alignment of law remained a key aspiration. The chapter outlines FCCBE activities particularly on bills of lading, bankruptcy law, and commercial arbitration—the latter reflecting a major activity for large chambers. The chapter traces forward continued aspirations of pan-imperial coordination and spending on transport and communications (updated to reflect the spread of radio and air transportation), immigration, and defence. Finally, the chapter shows how this vision of economic governance generated no particularly coherent model for development in the dependent empire.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.396 | 0.193 |
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".