Trabajadores inmigrantes y migrantes racializados y agencias de trabajo temporal y reclutamiento (ATTRs) en Montreal
Bibliographic record
Abstract
Este artículo desarrolla un marco general que vincula las políticas migratorias canadienses con el racismo y racialización presentes en la sociedad canadiense. Asimismo, explora el rol que cumplen las Agencias de Trabajo Temporal y Reclutamiento (ATTRs) en la administración de la mano de obra inmigrante y migrante en Montreal. Las conclusiones buscan sintetizar y relacionar la descripción de las anteriores secciones para pensar el rol de las ATTRs dentro del complejo de conocimiento crítico sobre economía, inmigración, trabajo, derechos humanos y sociales, racismo y racialización en Canadá. AbstractThis paper develops a general frame to link Canadian migration policies with the racism and racialization in the Canadian society. It also explores the role of the Temporary Work and Recruitment Agencies (TWRAs) to manage immigrant and migrant labour in Montreal. The conclusions aims to synthetize and relate previous sections around the role of the TWRAs inside the complex of critical knowledge of economic, migration, work, human and social rights, racism and racialization in Canada.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| 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 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".