El francés, lengua de comunicación internacional
Bibliographic record
Abstract
Actualmente la mundialización ha propiciado intercambios y progresos en todo el planeta, día con día, y con la construcción de bloques comunes, como el caso de la Comunidad Europea, los poderes públicos han sido llamados a concebir una política lingüística, a garantizar la prioridad de las lenguas y su aprendizaje. En el caso del francés, esta lengua sigue siendo partícipe de un esfuerzo de cohesión nacional en Francia y en Québec, y contribuye a la diversidad cultural en Europa, en África y en el mundo entero. En este contexto, en el presente artículo se reflexiona sobre la importancia del francés como lengua de comunicación internacional que está presente en los cinco continentes y cuyo proceso de enseñanza-aprendizaje está inscrito en una perspectiva de diversificación lingüística y en una didáctica del plurilingüismo.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.008 | 0.009 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.020 | 0.003 |
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".