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Record W4401178927 · doi:10.1080/15456870.2024.2385946

Theories for social justice and reduction of inequalities: a review of freirean communications

2024· review· en· W4401178927 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueAtlantic Journal of Communication · 2024
Typereview
Languageen
FieldSocial Sciences
TopicSocial Media and Politics
Canadian institutionsUniversity of Alberta
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsInequalitySocial justiceSociologyReduction (mathematics)Economic JusticeSocial inequalitySocial sciencePolitical scienceLawMathematics

Abstract

fetched live from OpenAlex

This paper assesses the contributions of Paulo Freire to communication theories, drawing upon a search for communication theory literature on the database Communication and Mass Media Open and the conglomerate source Encyclopedia of Communication Theory. Four encyclopedia entries are reviewed alongside 22 articles. Often identified as an education theorist, Freire and his contributions to the interdisciplinary field of communication can be seen in relation to international development; sign-language interpretation; communication ethics; public communication; culture; mass media; among others. Several studies are conducted in non-Western countries, with a notable focus on multicultural communication toward peace-building and cultural harmony. Additionally, severe social justice issues which involve violation of basic human rights are documented in two indigenous studies. Eight new theory-making papers are identified, in which Freirean theory is mobilized to support communication theory-building. The intersectional and multicultural nature of Freirean theory emerges as leading to diverse applications in social justice, and the review outlines six key Freirean concepts which recur in existing communication theories and studies: dialogue; praxis; banking model; problem-posing; critical consciousness; and emancipation. How each of these concepts are mobilized to guide theorizing in the field of communication are summarized, toward supporting future work in communication as social justice practice.

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 imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.867
Threshold uncertainty score0.442

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.167
GPT teacher head0.477
Teacher spread0.310 · 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