La réception des médias arabes transnationaux par les immigrants maghrébins à Montréal : la chaleur du Maghreb au pays de l'hiver
Bibliographic record
Abstract
Si l'appropriation des paraboles par les immigrants maghrébins et turcs, respectivement, de France et d'Allemagne, a soulevé de vives polémiques, leur apparition au Québec est passée inaperçue. Dès lors, nous nous sommes questionnée sur la place de ces médias auprès des immigrants maghrébins installés dans la Belle-Province. En nous inspirant de l'approche ethnographique, nous avons réalisé des entrevues auprès d'immigrants maghrébins vivant à Montréal. L'analyse de leurs discours nous a permis de mettre en perspective divers éléments proéminents relatifs à la relation entretenue par les immigrants maghrébins avec le pays d'origine ainsi que la société d'accueil. De plus, afin de compléter notre recherche, nous avons élaboré un questionnaire qui nous a permis de mettre en lumière, à travers des résultats chiffrés, la place des médias -francophones, arabophones, et anglophones -chez les immigrants maghrébins à Montréal. Cet article revient sur les grandes lignes de nos résultats.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.003 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 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 source (direct Gemma or distilled Codex), 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".