Impact of the 2015 U.S. Dollar Rise on Export Prices and on the Agricultural Industry
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
U.S. export prices experienced a major decline in 2015, as evidenced by the Bureau of Labor Statistics (BLS) export price index. Prices for U.S. exports, published in dollar terms, decreased 6.6 percent in 2015, the largest calendar-year decline since the index was first published in 1983. However, the large decline in the U.S. dollar export price index did not tell the entire story. When measured in foreign currency terms, export prices were actually higher because of the strong dollar. The value of the dollar strengthened against the euro, Japanese yen, Chinese yuan, and Canadian dollar. Continued slow global economic and trade growth dampened demand for U.S. exports and influenced U.S. export price trends. The meeting of the strong dollar and lackluster demand for U.S. exports was particularly challenging for the U.S. agricultural industry. This Beyond the Numbers article analyzes what impact the strengthening dollar had on certain agricultural commodities.
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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 | 0.000 | 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 | 0.000 | 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