Exploring the Settlement Experiences and Information Practices of Afghan Newcomer Youth in Toronto
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
This study examines the settlement experiences and information practices of recently-arrived Afghan immigrant and refugee youth in Toronto. As part of this ethnographic study, semi-structured interviews were conducted with seven Afghan youth between the ages of 18 and 28 who had lived in Canada for less than 10 years.Cette étude examine l’expérience d’emménagement et les pratiques informationnelles de jeunes immigrants et réfugiés afghans nouvellement établis à Toronto. Dans le cadre de cette étude ethnographique, des entrevues semi-structurées ont été effectuées auprès de sept jeunes afghans de 18 à 28 ans, établis au Canada depuis moins de 10 ans. ***Student to CAIS/ACSI Award Winner******Full paper in the Canadian Journal of Information and Library Science***
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 | 0.008 |
| 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 | 0.001 |
| Scholarly communication | 0.002 | 0.076 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it