Statistics in Focus: Population and social conditions. Asylum applicants and first instance decisions on\nasylum applications: second quarter 2011. 2012.11
Bibliographic record
Abstract
Asylum applicants and first instance decisions on asylum applications: second quarter 2011Nearly 25 % more asylum applicants in the EU-27 during the second quarter of 2011, compared with the second quarter of 2010There was a large increase in asylum applicants in the second quarter of 2011 compared with the same quarter of the previous year 1 .Nearly 69 000 asylum seekers applied for asylum in the EU-27.This represents an increase of about 12 800, or 23 per cent more compared with the second quarter of 2010. Reflecting the civil and political crises in NorthAfrica, the number of asylum applicants in Malta increased by a factor of 56.Accordingly, the citizenships recording the highest relative increases in applicants were Tunisians and Libyans, increasing by six times and five times respectively.Persons from 142 countries applied for a type of international protection in the EU-27, with Afghans, Russians and Iraqis lodging the
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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 teacher head, 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".