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Record W2592839257 · doi:10.1080/15427587.2017.1290500

Re-Examining and Re-Envisioning Criticality in Language Studies: Theories and Praxis

2017· article· en· W2592839257 on OpenAlexaff
Ryūko Kubota, Elizabeth R. Miller

Bibliographic record

VenueCritical Inquiry in Language Studies · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPraxisSociologyReflexivityEpistemologyCritical theoryIdeologySocial sciencePoliticsPolitical science

Abstract

fetched live from OpenAlex

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

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.074
metaresearch head score (Gemma)0.059
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.074
Threshold uncertainty score0.393

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0740.059
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0100.005
Science and technology studies0.0110.205
Scholarly communication0.0380.047
Open science0.0050.014
Research integrity0.0080.022
Insufficient payload (model declined to judge)0.0020.001

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.

Opus teacher head0.289
GPT teacher head0.612
Teacher spread0.323 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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".

Quick stats

Citations156
Published2017
Admission routes1
Has abstractyes

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