La cebolla mexicana: un análisis de competitividad en el mercado estadounidense, 2002-2013
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 onion (Allium cepa) is the second most produced vegetable worldwide. The United States is the world’s largest importer of onions, and Mexico, Canada and Peru are its major suppliers. This article evaluates the competitiveness of onions produced in Mexico compared to those of Canada and Peru by using the following indicators: the import penetration rate, the export similarity index, the export and import quotas, the export comparative advantage and the revealed comparative advantage. The results show that Mexico has an export comparative advantage in the American market; however, this advantage decreased and Peruvian exports increased due to an increase in its yellow onion production and because Canada’s competitiveness is lower. The information included in this article is useful for designing public policies in the agricultural sector, although in subsequent studies it is suggested to use qualitative variables in order to have a comprehensive vision.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it