Manufactura y TLCAN: un camino de luces y sombras
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
MORE THAN 10 YEARS AGO, MEXICO, THE UNITED STATES AND CANADA LAUNCHED THE NORTH AMERICAN FREE TRADE AGREEMENT (NAFTA). FOR THE MEXICAN GOVERNMENT OF THAT TIME, NAFTA WAS THE COROLLARY OF A RADICAL CHANGE IN THE NATION'S DEVELOPMENT STRATEGY. THIS CHANGE IMPLIED ENDING ONCE AND FOR ALL THE STRATEGY OF IMPORT SUBSTITUTION AND STATE-LED INDUSTRIALIZATION, AND IT WITH A STRATEGY CENTERED ON TRADE LIBERALIZATION AND THE REDUCTION OF STATE INTERVENTION IN THE ECONOMY. IN THE FRAMEWORK OF THIS STRATEGY, THE GOVERNMENT AND SOME EXPERTS SAW NAFTA AS AN INSTRUMENT TO ACHIEVE TWO GOALS. THE FIRST WAS PUTTING THE MEXICAN ECONOMY ON A NON-INFLATIONARY ROAD WITH GROWTH BASED ON NON-PETROLEUM EXPORTS MAINLY TO THE UNITED STATES. THE SECOND GOAL -AND THE DECISIVE POLICY OBJECTIVE FROM THAT POINT OF VIEW- WAS TO GUARANTEE THE CONTINUITY OF MEXICO'S MACRO-ECONOMIC REFORMS.
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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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