Implementation of Human Rights and the Mandatory Precedents in Foreign Trade, Legal Effectiveness: Mexico Case
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
We make an analysis of the implementation of human rights and the mandatory precedent in matters of Mexican foreign trade, in an administrative and judicial context in the search for legal effectiveness with constitutional control, highlighting the implementation of human rights contained in treaties commercial, such as access to justice and prompt and expeditious; We point out a recent case of human rights and foreign trade, with the implementation in the Mexican legal system, of the Free Trade Agreement Mexico United States Canada, before the Supreme Court of Justice of the Nation, as well as a possible proposal before the provisions of its Article 14.D.5, regarding the right of access to prompt and expeditious justice in investment matters, and avoiding the resolution of controversies before international arbitration panels that have been questioned.
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) | 0.000 | 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) | 0.000 | 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