Activist Learning and Temporary Agency Workers in Quebec
Bibliographic record
Abstract
Abstract This chapter addresses learning and nonformal education in the course of organizing migrant and immigrant (im/migrant) temporary agency workers through the Immigrant Workers Centre (IWC) and the Temporary Agency Workers Association (TAWA) in Montreal. The IWC/TAWA organizing approach with agency workers is based on community organizing, activist knowledge production, popular education, and leadership development. Activist education work has helped to foster sustained organizing and campaigns against exploitation by temp agencies in Quebec. This has led to important gains like a recently adopted law that includes several provisions to regulate agencies. We build on critical ethnographic activist research, radical adult education literature concerning social movements, and apply Freire's concepts of limit situations and untested feasibility to TAWA/IWC organizing approaches. We argue that precarious work entails both vulnerability and resistance, and suggest that researchers should attend to the role of activist education, learning, and knowledge production to better understand social and economic justice struggles.
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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 | 0.000 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".