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Record W4404201151 · doi:10.15353/joci.v20i2.6111

Mundane Technologies and Community Informatics

2024· article· en· W4404201151 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Journal of Community Informatics · 2024
Typearticle
Languageen
FieldComputer Science
TopicICT in Developing Communities
Canadian institutionsnot available
Fundersnot available
KeywordsInformaticsEngineering ethicsSociologyPolitical scienceEngineering

Abstract

fetched live from OpenAlex

In this short paper, I explore how my academic journey through Social Informatics (SI) and Science and Technology Studies (STS) has guided me toward the field of Community Informatics (CI), emphasizing the critical distinctions among these disciplines. While SI and STS primarily address the theoretical dimensions of science and technology within various institutional and cultural contexts, CI centers on the practical applications of Information and Communication Technology (ICT) within specific communities. Bringing this interdisciplinary foundation and drawing on a decade of critical ethnographic research, I present the framework of "Mundane Technology," which investigates how marginalized individuals appropriate everyday technologies to navigate and resist systemic oppression. This framework, which was originally introduced in my book “Technology of the Oppressed” (2022, MIT Press), is grounded in a decolonial perspective and enhances our understanding of how ordinary artifacts, processes, and spaces contribute to the agency and aspirations of oppressed communities. This framework also critiques traditional utilitarian approaches in Information Systems and ICT for Development, advocating for a shift towards recognizing the intangible benefits of technology in marginalized contexts. Ultimately, it underscores the importance of incorporating these narratives into CI research, reinforcing democratic values and expanding the scope of technology studies to include the voices and experiences of those historically excluded from power and representation.

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)0.008
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Open science, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.150
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0010.003
Open science0.0060.003
Research integrity0.0000.005
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 head0.042
GPT teacher head0.280
Teacher spread0.238 · 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