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Record W4313533737

Public Interest Activism in Canadian ICT Policy: Blowin’ in the Policy Winds

2008· article· en· W4313533737 on OpenAlexaboutno aff
Leslie Regan Shade

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicE-Government and Public Services
Canadian institutionsnot available
Fundersnot available
KeywordsInformation and Communications TechnologyPolitical sciencePublic policyPublic administrationLaw
DOInot available

Abstract

fetched live from OpenAlex

In this paper the catalyzing influence of Bill C-61—a proposed amendment to the Canadian Copyright Act—and other recent ICT-related policy developments on activism in Canada is examined. The discussion expounds upon the role of academics and activists in fostering a broader public discourse about ICT policy, with attention being given to three key moments in Canadian communication policy: the development of the “information highway” in the mid-1990s and, in particular, the activities of the Information Highway Advisory Council (IHAC); the creation of the Telecommunications Policy Review Panel (TPRP) in 2005; and the current debates regarding the issue of net neutrality. The analysis demonstrates how “esoteric” digital policy issues are now seen by many Canadians as worthy of their energies. This suggests that politicians cannot afford to ignore their constituents’ concerns about such policy issues as traffic shaping, throttling, fair dealings, and anti-circumvention measures. And, likewise, that academics working in the realm of communication policy domain would do well not to overlook the role of citizens, grassroots groups and non-profit organizations in actively seeking a voice in the various structures of policymaking.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication, Open science, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.188
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.005
Science and technology studies0.0010.000
Scholarly communication0.0020.005
Open science0.0060.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.431
GPT teacher head0.565
Teacher spread0.134 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations4
Published2008
Admission routes1
Has abstractyes

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