Gobernanza regional de la inversión extranjera directa en Canadá, España y Reino Unido
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
El artículo examina cómo los actores de gobernanza de sistemas regionales de negocio interactúan con las corporaciones multinacionales extranjeras presentes en su territorio para intentar retener inversiones y conectar dichos territorios a redes de producción globales, mediante un análisis cualitativo de políticas y prácticas relacionadas en seis regiones de tres economías industriales avanzadas (Canadá, España y Reino Unido). El estudio revela que, aun existiendo amplias similitudes en los tipos de gobernanza (de mercado, de Estado y asociativa) de la inversión extranjera directa, la extensión e intensidad de uso de cada uno varía notablemente entre regiones y Estados, lo que se explica con referencia a las más amplias diferencias institucionales entre los sistemas empresariales y en la construcción sociopolítica del espacio para la gobernanza subnacional.
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 | 0.006 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.007 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 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