Aproximación Social del Contrabando en la Zona del Campo de Gibraltar
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
I am about to pose a series of questions to a number of controversial notions. Campo de Gibraltar, is it the gateway to Europe for smuggling, smugglers, has it become a role model for the new generations in the area? Is Spain the country with the most drug seizures in the world? The Port of Algeciras is the fourth largest in Europe, during the years 2017 to 2020 a transit of 107.3 million tonnes of goods per year was recorded. Fourteen kilometres separate the African continent from Spain, making it the most important route for migration and drug trafficking from Morocco. The Campo de Gibraltar is a geo-strategic and socio-economically disadvantaged area, its two very different borders, with very different societies, offer smugglers tangible support. keywords: smuggling, drug trafficking, mythologising, Strait of Gibraltar, geostrategic.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.119 | 0.004 |
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