Harvard, the Chicago Tradition, and the Quantity Theory: A Reply to James Ahiakpor
Bibliographic record
Abstract
James Ahiakpor's critique of our 2002 work on the relationship between a certain 1932 Harvard memorandum on antidepression policies and the 1932 Harris Foundation manifesto dealing with the same issues misses the significance of these documents, and of the relationships between them, both for the literature of the time, and for later debates about the origins of 1930s Chicago ideas about monetary economics. He is correct to locate these documents in a more general quantity theoretic tradition, but his discussion here is marred by a serious misunderstanding of the so-called forced saving doctrine and its place in that tradition. Finally, Ahiakpor fails to appreciate that the absence of positive policy proposals from the 1934 Harvard studies of The Economics of the Recovery Program, a point that he himself notes, is a major contributing factor to that book's mediocrity.
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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 | 0.007 | 0.016 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.007 | 0.028 |
| Scholarly communication | 0.009 | 0.016 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.015 | 0.022 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".