ANTÁRTICA CHILENA. DISCUSIONES EN TORNO A LA PLATAFORMA CONTINENTAL Y LA GEOPOLÍTICA AUSTRAL
Bibliographic record
Abstract
Durante los últimos años, el continente antártico ha sido objeto de intereses, tanto científicos como de política exterior y geopolíticos. En este contexto, Argentina ha divulgado un mapa que incluye la plataforma continental extendida, adjudicándose una serie de territorios australes que afectan claramente los intereses chilenos y su proyección antártica. Bajo estas condiciones, el establecimiento de un nuevo choque de representaciones y de intereses en torno a la plataforma demuestra una vocación por los recursos naturales, el posicionamiento frente a sus competidores más cercanos y una nueva controversia de espacios marítimos ya desatada. En el presente trabajo, analizaremos la plataforma continental en tanto problema geopolítico, así como algunos escenarios futuros para Chile, en los cuales Argentina y Gran Bretaña son competidores.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.017 | 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".