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Record W7128642284 · doi:10.26180/4955885

Talking 'costs': seniors, cell phones and the personal and political economy of telecommunications in Canada

2017· article· W7128642284 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.

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

VenueMonash University · 2017
Typearticle
Language
FieldSocial Sciences
TopicTechnology Use by Older Adults
Canadian institutionsnot available
Fundersnot available
KeywordsPhoneContext (archaeology)Government (linguistics)NegotiationDigital economyPolitics

Abstract

fetched live from OpenAlex

Seniors, defined as persons aged 65 and up, are becoming a much larger demographic in Canada at the same time as the wireless telecommunications industry is expanding. Yet in terms of academic research, few studies have examined how seniors understand and negotiate the influx of digital communications devices, such as the cellular telephone, into their world. Using industry and government data, as well as individual and group interviews and observations with over 120 Canadian seniors, this paper examines the repertoire of cost in the group discussions held with this cohort. It does so from the perspective of a feminist political economy that takes into account individual experiences in the context of macro-level, structural analyses of institutions and industry. This preliminary study suggests that financial considerations play a significant role in seniors cell phone practices and may lead to a strategic decision to impose restrictions on their use. These restrictions to access often run counter to the desire, amongst many seniors, to have access to a cell phone for emergency purposes. The comments made by this cohort make apparent the way that personal economies within a household on restricted or fixed incomes intersect with the practices of the wireless industry and suggest future avenues for media and ageing studies. Copyright 2010 Kim Sawchuk and Barbara Crow. No part of this article may be reproduced by any means without the written consent of the publisher.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.237
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.004
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.007
GPT teacher head0.207
Teacher spread0.199 · 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