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Record W2085154593 · doi:10.1177/0267323103018002003

Discourses on Communication Technologies in Canadian and European Broadcasting Policy Debates

2003· article· en· W2085154593 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

VenueEuropean Journal of Communication · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicMedia Studies and Communication
Canadian institutionsnot available
Fundersnot available
KeywordsTechnological determinismOpposition (politics)Broadcasting (networking)HegemonySociologyPolitical scienceNationalismContext (archaeology)DemocracyPolitical economyMedia studiesSocial scienceLawPoliticsHistory

Abstract

fetched live from OpenAlex

There have been growing similarities between broadcasting issues in Canada and Europe. Some issues, including the emergence of private broadcasting and concerns about American broadcasting, became prominent in Europe decades after they were evident in Canada. In both contexts, historical and contemporary debates about broadcasting issues have been tied to three discourses on communication technologies. This article contends that broadcasting policy debates in Canada and Europe can usefully be interpreted through a theoretical model that addresses technological determinism, technological democracy and technological nationalism. The model places the discourses in the context of struggles between dominant agents (private companies, governments or supranational institutions) and subordinate agents (including various social movements). The model shows how connections between the discourses help to secure the hegemony of powerful groups. However, the model also identifies contradictions within the discourses and compromises involving the discourses. Both are associated with opposition from less powerful groups.

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)0.006
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.801
Threshold uncertainty score0.991

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.035
GPT teacher head0.313
Teacher spread0.278 · 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