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Record W1516642533 · doi:10.22230/cjc.2011v36n1a2313

Metaphors for Democratic Communication Spaces: How Developers of Local Wireless Networks Frame Technology and Urban Space

2011· article· en· W1516642533 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.

fundA Canadian funder is recorded on the work.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueCanadian Journal of Communication · 2011
Typearticle
Languageen
FieldComputer Science
TopicInnovative Human-Technology Interaction
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsFraming (construction)DemocratizationDemocracySociologySpace (punctuation)Public spacePolitical scienceTelecommunicationsPublic relationsComputer scienceArchitectural engineeringPoliticsGeographyEngineering

Abstract

fetched live from OpenAlex

Communications policies, like many other social policies, are founded on an ideal of democracy that connects the development of communication infrastructures with democratic public spheres. This framing is a constructivist endeavour that takes place through language, institution, and infrastructure. Projects that aim to develop these capacities must grapple with the way such new media technologies are integrated into existing contexts or spaces, often using metaphors. This article analyzes how such metaphors are employed in the case of local wireless networking. Referring to empirical research on networks located in Montréal and Fredericton, Canada, the article critiques the narrow approach to democratization of communication spaces inherent in networks of this type. This narrow focus is associated with metaphors used to describe a co-evolution of wireless technology and urban space. The article identifies that the design processes that shape these networks could benefit from a more radical democratization associated with metaphors of recombination of space and technology.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.735
Threshold uncertainty score0.541

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0020.000
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 head0.026
GPT teacher head0.233
Teacher spread0.207 · 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