Les insertions résidentielle et économique des Arméniens de Montréal : comportements d’une communauté culturelle ou d’une communauté diasporique ?
Bibliographic record
Abstract
Bien que les recherches et les publications portant sur les diasporas aient augmenté depuis les années 1990, elles sont loin d’égaler les études ethniques. La communauté arménienne diasporique montréalaise se forme et se structure entre les années 1960 et 1990. Le recours à des variables telles que les réseaux, la mémoire et la reprise de comportements pré-migratoires, les stratégies d’appropriation symbolique de leurs territoires et le travail autonome, s’avère très utile dans l’étude des insertions résidentielle et économique des Arméniens diasporiques. L’espace résidentiel arménien est constitué de 4 grappes de concentration et d’une répartition diffuse. Le travail autonome est le moteur de leur insertion économique.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".