Educating for active compliance: discursive constructions in citizenship education
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 article examines the discursive construction of ‘active citizenship’ within recent civics curriculum documents across three provinces in Canada. New secondary school civics curricula have emerged across liberal democratic states since the year 2000, presumably in response to the perception of youth as disengaged from political involvement. Many of the new curricula subsequently emphasize ‘active’ engagement within the polity. The central task of this paper is to better understand what such ‘active citizenship’ actually means, via the methodological tool of discourse analysis. Engaging a theoretical frame that incorporates Foucauldian governmentality theory and cultural theories of the role of the state in creating subjectivities, the paper ultimately argues that the ‘active citizen’ of contemporary civics curricula is, in fact, a deeply neoliberal subject. The article then draws on feminist theories of citizenship in order to assess the forms of exclusion that the curriculum documents inadvertently create, arguing that they ultimately participate in a long tradition of devaluing such elements of citizenship as relationality and emotional ties. We conclude that one of the fundamental goals of citizenship education – to expand access to citizenship participation for all – has failed.
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 | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| 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 it