Measurement of Output, Value Added, GDP in Canada and the United States
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This report provides, in a summary fashion, similarities and differences in the production accounts of Canada and the United States. The discussion is limited to those issues which affect the level of output, value added and GDP, both at the total economy level and by industry or sector, all at current prices. We have noted 27 issues, distributed under four broad headings: A). An examination of the production boundary recommended by the 1993 SNA and the effect of lack of its full implementation on the level of production in the two countries. B). A review of present practices in the two countries in compiling production account for institutional sectors vis-a-vis the recommendations of the 1993 SNA and their effect on both inter-country and international comparisons. C). A review of the conventions used for valuation of output and value added in the two countries vis-a-vis the recommendations of the 1993 SNA and their impact on their inter-industry comparisons as well as ...
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.001 | 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