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
«Los españoles son iguales ante la ley» (art. 14 CE). La recentísima STC 17/2013 señala que «los extranjeros gozan en España del derecho fundamental derivado del artículo 18.4 CE en las mismas condiciones que los españoles»; pero, como señala el voto particular del Magistrado Pérez Tremps, al que se unen otros tres magistrados, la regulación avalada por el Tribunal Constitucional en esta sentencia «pone de manifiesto una notable limitación del contenido esencial del derecho fundamental a la protección de los datos personales (art. 18.4) que, por afectar sólo a personas de origen extranjero, lleva a la conclusión de que los extranjeros ya no gozan en España del derecho fundamental derivado del artículo 18.4 CE en las mismas condiciones que los españoles». Esta sentencia, pues, invita a precisar el alcance con el que la jurisprudencia del Tribunal Constitucional reconoce la igualdad también para los extranjeros.«Spaniards are equal before the law» (section 14 of the Spanish Constitution). The latest Constitutional Court ruling states that «aliens in Spain have the fundamental right set by section 18.4 of the Spanish Constitution under the same conditions that Spanish citizens». But the dissenting vote of the senior judge Pérez Tremps, joined by other three judges, appoints that the guidelines backed up by the Constitutional Court in this ruling «show a great restriction of the essential subject of the fundamental right about the protection of personal data (section 18.4). Because only alien citizens are affected by this ruling, it is concluded that alien citizens in Spain enjoy no more the fundamental right set by section 18.4 under the same conditions that Spanish citizens». This ruling invites to specify the extent with which Constitutional Court case law acknowledges equality for aliens, too.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.000 |
| 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 it