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Record W4296185263 · doi:10.1177/17480485221126344

Journalism education, research, and practice in Africa: Toward a transformative approach

2022· article· en· W4296185263 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.

Bibliographic record

VenueInternational Communication Gazette · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicMedia Studies and Communication
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsJournalismTransformative learningTechnical JournalismSociologyContext (archaeology)Field (mathematics)Public relationsPolitical scienceEngineering ethicsMedia studiesSocial sciencePedagogy

Abstract

fetched live from OpenAlex

Western conceptualisation of journalism as a profession and an academic discipline fundamentally represents systemic challenges to how journalism could be theorised, researched, and practised in ways that address and reflect the specificities of non-Western contexts such as Africa. It is in this context that calls for recognition of locally relevant epistemologies of journalism have generated vigorous debates among journalists, journalism educators, and communication academics. The authors argue that, in a rapidly changing world that recognises diverse perspectives, communities, cultures, national differences, and various ways of doing things, journalism education and practice should no longer be viewed through the linear and dominant lens of Western theoretical and practical ways of knowing. The comparative analysis presented in this paper provides critical insights into new approaches to theoretical and methodological developments that inform the discipline, with the aim to inspire and encourage wider debate in international communication field across cultures.

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)0.006
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.977
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.001
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 head0.159
GPT teacher head0.440
Teacher spread0.281 · 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