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Record W4415871980 · doi:10.1080/08878730.2025.2579935

Educators as Civic Agents: Promoting Civic Literacy and Teaching About Controversial Topics in Schools

2025· article· en· W4415871980 on OpenAlexaff
Tolulope Adesola Lawal

Bibliographic record

VenueThe Teacher Educator · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducator Training and Historical Pedagogy
Canadian institutionsMemorial University of Newfoundland
Fundersnot available
KeywordsLiteracyTeaching methodLiteracy educationCivicsTeacher educationCitizenship education

Abstract

fetched live from OpenAlex

This paper examines the essential role of teachers as civic agents in promoting civic literacy and teaching controversial topics. Amid restrictive policies, curriculum limits, and societal norms that often exclude marginalized perspectives from the classroom, the study asks: How can teachers promote civic literacy when crucial perspectives are excluded from school curricula? Combining Dewey’s theory of democratic education with recent studies on civic literacy, this study situates classrooms as a foundational environment necessary for cultivating critical thinking, civic identity, and a commitment to equity, justice, and the common good. An autoethnographic methodology, which blends personal anecdotes with literature, helps demonstrate practical strategies such as dialogic teaching, storytelling, and experiential learning, which enable students to navigate sensitive topics and develop as active, involved citizens. The findings demonstrate that intentionally engaging with, rather than avoiding, so-called controversial topics fosters inclusive democratic participation and challenges the notion that education is inherently neutral. This contributes an original argument: civic literacy is inseparable from openly discussing real-world inequities and supporting teacher agency. Recommendations for curriculum reform and professional development to support teacher agency in navigating these issues suggest that schools are essential to the renewal of democracy.

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)0.004
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0100.010
Scholarly communication0.0090.006
Open science0.0010.008
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.001

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 head0.034
GPT teacher head0.404
Teacher spread0.370 · 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 designNot applicable
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

Citations0
Published2025
Admission routes1
Has abstractyes

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