Improving Deflators for Estimating Canadian Economic Growth, 1870–1900
Why this work is in the frame
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Bibliographic record
Abstract
Abstract We construct a new consumer price index for Canada covering the period from 1870 to 1900. Unlike previous indexes, it includes prices of clothing and household furnishings. This is important because these previously neglected components accounted for roughly 20% of consumers' expenditures. Moreover, the price of cotton goods, the most important textile product used for clothing and household furnishings, fell by half between 1870 and 1900 (much faster than other components of the price level). This has ramifications for both the level and trend of Canadian GDP. Because the largest changes in estimation concern the 1870s, we show that the country grew substantially faster than generally believed. It outpaced the United States so much that it entered the twentieth century with an improved economic standing relative to its southern neighbor.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.009 |
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