Pre-Keynesian and non-Keynesian British analysis of unemployment and real and money wages
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
Volume 8 Pre-Keynesian and Non-Keynesian British Analysis of Unemployment 1. A. C. Pigou, 'Wage Policy and Unemployment,' Economic Journal, 37, September 1927, pp. 355-368, and Errata, 37, December 1927, p. 688 2. Henry Clay, 'Unemployment and Wage Rates,' economic Journal, 38, March 1928, pp. 1-14 3. Edwin Cannan, 'The Demand for Labour,' Economic Journal, 42, September 1932, pp. 357-370 4. W. H. Beveridge, 'An Analysis of Unemployment, Parts I-III,' Economica, New Series, 3, November 1936, pp. 357-386, 4, February 1937, pp. 1-17 and 4, May 1937, pp. 168-183 Real and Money Wages 5. Lorie Tarshis, 'An Exposition of Keynesian Economics,' American Economic Review, 38, Supplement, May 1948, pp. 261-272 6. Lorie Tarshis, 'Real Wages in the United States and Great Britain,' Canadian Journal of Economics and Political Science, 4, August 1938, pp. 362-376 7. Lorie Tarshis, 'Changes in Real and Money Wages,' Economic Journal, 49, March 1939, pp. 150-154 8. John T. Dunlop, 'The Movement of Real and Money Wage Rates,' Economic Journal, 48, September 1938, pp. 413-434 9. J. M. Keynes, 'Relative Movements of Real Wages and Output,' Economic Journal, 49, March 1939, pp. 34-51 10. Richard Ruggles, 'The Relative Movements of Real and Money Wage Rates,' Quarterly Journal of Economics, 55, November 1940, pp. 130-149 11. John T. Dunlop, 'Real and Money Wage Rates: Reply,' Quarterly Journal of Economics, 55, August 1941, pp. 683-691 12. Lorie Tarshis, 'Real and Money Wage Rates: Further Comment,' Quarterly Journal of Economics, 55, August 1941, pp. 691-697 13. Richard Ruggles, 'Rejoinder,' Quarterly Journal of Economics, 55, August 1941, pp. 697-700 14. James Tobin, 'A Note on the Money Wage Problem,' Quarterly Journal of Economics, 55, May 1941, pp. 508-516 15. Sho Chieh Tsiang, The Variations of Real Wages and Profit Margins in Relation to the Trade Cycle, London, Sir Isaac Pitman, 1947
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.000 | 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 it