Bibliographic record
Abstract
espanolFernandez Sardino (1781-1827) fue una figura comprometida del periodismo espanol que cubrio casi un cuarto de siglo (1808-1825) siempre en defensa de la Constitucion de 1812 y de la Monarquia Constitucional. La actitud del rey Fernando VII, que por sus numerosas traiciones paso de monarca deseado a felon, llevo a Sardino, decepcionado por la monarquia, a apelar a un hombre providencial que salvara a Espana, dejando asi traslucir el «alma republicana» que llevaba dentro. EnglishFernandez Sardino (1781-1827) was a committed figure of Spanish journalism spanning almost a quarter of a century (1808-1825) who constantly defended the 1812 Constitution and Constitutional Monarchy. However, Fernando VII’s position and countless betrayals changed Sardino’s opinion of the king, from revered monarch to villain. His disillusion with the monarchy incited him to solicit a providential man who could save Spain, thus revealing the « republican spirit » he held in his heart.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 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; both teacher heads agree on what is shown here.
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".