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
Las elecciones federales celebradas en Canada el 2 de mayo supusieron un reves historico para el secesionismo quebeques. El Bloc Quebecois, principal candidatura secesionista en los comicios federales, ha perdido en 2011 casi un 40% de sus votantes de 2008, obteniendo tan solo 4 de los 75 escanos de Quebec en la Camara de los Comunes, y la confianza de menos del 24% de los quebequeses. El Bloc Quebecois, que desde su irrupcion en la Camara en 1993 habia sido invariablemente la primera fuerza en la provicia de Quebec, se ha visto ampliamente rebasado por el Nuevo Partido Democratico (socialdemocratas federalistas), que ha obtenido el 43% de los votos en Quebec y 59 escanos. Un vuelco que situa a las puertas de la insignificancia al Bloc Quebecois, espejo de movimientos nacionalistas en toda Europa (y en particular, del nacionalismo catalan).
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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