Bibliographic record
Abstract
This article, based on previously untapped archival sources, offers an assessment of the life and thought of Paul Rosenstein-Rodan, a pioneer of development economics and one of the first articulators of both the “Big Push” and “balanced growth” theories. In addition to documenting the early life of Rosenstein-Rodan, this article discusses two critical junctures in the history of development economics, namely, the birth of the discipline in the late 1940s and its decline approximately a quarter century later. Rosenstein-Rodan was a fundamental player in both instances. Through the lens of his experience it is possible to understand the eclectic beginnings of development economics and locate some of its most important roots in the intellectual milieu of interwar Europe, from Vienna to London via Eastern and Southern Europe. What is more, Rosenstein-Rodan’s subsequent career epitomizes the arc of development economics, casting new light on the debates and practices that shaped the discipline during its rise and on the unresolved issues that help explain its decline.
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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 | 0.006 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.004 | 0.015 |
| Scholarly communication | 0.006 | 0.008 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.006 |
| Insufficient payload (model declined to judge) | 0.002 | 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".