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Record W7162290759 · doi:10.26108/7fzk-vt64

Remote control: rethinking government information subsidies and media relations in post-pandemic Atlantic Canada

2025· other· en· W7162290759 on OpenAlexaboutno aff
Gillian Brown

Bibliographic record

VenueAcadiaU-DEV · 2025
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsGovernment (linguistics)SubsidyOrder (exchange)Consumption (sociology)Information and Communications TechnologyPolitical communication

Abstract

fetched live from OpenAlex

The COVID-19 pandemic profoundly impacted how government officials and the press interacted across Canada, whether by introducing new dynamics, or exacerbating existing ones. Given the reduced physical proximity between political journalists and premiers and subsequent increase in the use of remote communication methods, along with the evolving media and political landscapes, this thesis examines why interactions between provincial journalists and premiers in Atlantic Canada have changed since the onset of the pandemic. I hypothesize that this change stems from strategic shifts toward cost-effectiveness concerning resources such as time, money, and staff. This thesis investigates the role of technological developments in media-state communications in Canada’s Atlantic region. It takes a mixed methods approach, drawing from in-depth interviews with current and former political journalists and communications staff in Premiers’ Offices in each of the Atlantic provinces, and an examination of provincial media advisories. Using Oscar H. Gandy’s theory of information subsidies as an analytical lens, this thesis finds that both actors have changed the ways they communicate, including the creation and consumption of information subsidies, in order to maximize limited resources in a post-COVID environment. Though trends towards remote and digital communication were already underway, the pandemic hurried their adoption and normalization, irrevocably changing the environment both journalists and premiers operate within. While improving accessibility for journalists, reliance on remote technologies introduces concerns for government accountability.

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.

How this classification was reachedexpand

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.744
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.006
GPT teacher head0.200
Teacher spread0.194 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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