Tecnología y geopolítica: sobre una teoría del cambio en las relaciones internacionales
Bibliographic record
Abstract
El avance tecnológico es el principal vector de cambio actual. Impacta en la propia concepción de la subjetividad internacional, la naturaleza y el equilibrio de poder en una carrera por la supremacía tecnológica, define los presupuestos de prosperidad de las sociedades e incluso muta el concepto de humanidad. La tecnología es el paradigma del cambio de las relaciones internacionales y la seguridad global. Bajo esta premisa, se aborda el estado de evolución de esta tendencia en un contexto de «desglobalización», se pone el foco en el ensayo de autonomía estratégica (tecnológica y abierta) europea y se reflexiona sobre la agenda de la gobernanza global de la tecnología, así como las estrategias de diplomacia tecnológica que adoptan Estados y organizaciones al efecto y cuanto subyace a esta agenda, la tensión tecno-democracia versus tecno-autoritarismo.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.004 | 0.030 |
| Scholarly communication | 0.013 | 0.010 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.013 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".