Re-Examining and Re-Envisioning Criticality in Language Studies: Theories and Praxis
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
As critical perspectives in language studies have gained legitimacy and even mainstream status in applied linguistics, it is necessary to re-examine the meaning of criticality in language studies and to re-envision criticality for further development. The authors explore criticality from several theoretical perspectives as well as from the notion of praxis. They review three major theoretical threads—namely, postmodernist constructionism including poststructuralist theory, Marxist-influenced theories, and postcolonial theories—and examine how these frameworks have influenced critical applied linguistics and how their criticisms of other perspectives within the critical framework are historically, ideologically, and geopolitically implicated. Although these theories constitute the core of conceptual criticality, praxis is essential for critical enactment. The authors thus unpack the meaning of praxis and discuss how reflexivity, action, and transformation must inform the continuing (re)envisioning of criticality in contemporary society and institutions where it is necessary to confront neoliberalism as a new kind of domination
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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 | 0.071 |
| 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 | 0.006 |
| 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