National identity in the presidential addresses of 10 June, between 1977/1978 and 2006 – creation, transformation, and metamorphosis
Bibliographic record
Abstract
This article focuses on 29 (of a total of 45) presidential addresses delivered over the first thirty years of the post 25 th of April democratic era, on the National Day of Portugal on June 10 th . These speeches were given during the administrations of the following Portuguese presidents, who each served two terms between 1976 and 2006: Antonio Ramalho Eanes, Mário Soares, and Jorge Sampaio. The addresses are analyzed in terms of identity categories ( Thiesse, 2000 ) which the speakers used when they refer to national identity. With this analysis I intend to determine which references to historical moments, illustrious figures, national heroes, and mentalities contribute to the construction of a collective ideology in which the Portuguese people can visualize themselves. On the suggestion of the organizers of this conference this study will be articulated with the concepts of creation, transformation, and metamorphosis of national identity over the course of the first 30 years of democracy in Portugal.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".