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
The United Nations Monetary and Financial Conference, better known as Bretton Woods for the New Hampshire hotel where it took place in July 1944, represented a crucial step in the Allies' plan to develop institutions intended to prevent economic instability after the Second World War. It established the International Monetary Fund and the International Bank for Reconstruction and Development, which became the core of the World Bank. The agreement reflected the economic dominance of the United States by making the US dollar's convertibility to gold the keystone of the international financial system. This system hoped to use pegged, but adjustable, exchange rates and restricted capital flows to minimize balance‐of‐payments deficits and prevent competitive currency devaluation. When the United States accrued persistent trade deficits, the system broke down, and in August 1971 Richard Nixon ended the system by unilaterally ending the conversion of US dollars to gold. Nonetheless, the Bretton Woods institutions continue to support international economic cooperation.
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 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.003 |
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