Les aules d'acollida : anàlisi del projecte d'aules d'acollida en educació secundària obligatòria a Catalunya
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
L'arribada a Catalunya de població immigrant en edat escolar ha estat un repte per al nostre sistema educatiu. La resposta que s'ha donat a aquest repte amb les aules d'acollida és analitzada en aquest document. En primer lloc, s'explica quina és la situació actual de l'alumnat català i quines han estat les accions anteriors per a atendre immigrants. En segon lloc, s'estudia el cas del Canadà. Finalment, es torna a mirar cap a Catalunya i el cas concret d'un institut del Vallès Occidental. S'hi fa una avaluació del primer any de posada en marxa de les aules d'acollida i s'hi especifiquen millores que cal portar a terme per a optimitzar el recurs.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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