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Record W287189990

Not a Conspiracy Theory: How Business Propaganda Hijacks Democracy

2010· article· en· W287189990 on OpenAlex
Marc Edge

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

VenueJournalism & Mass Communication Quarterly · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicMedia Studies and Communication
Canadian institutionsnot available
Fundersnot available
KeywordsGrassrootsDemocracyGovernment (linguistics)Power (physics)Political scienceSociologyLawMedia studiesPolitics
DOInot available

Abstract

fetched live from OpenAlex

Not a Conspiracy Theory: How Business Propaganda Hijacks Democracy. Donald Gutstein. Toronto, ON: Key Porter, 2009. 376 pp. $22.95 pbk. Canada has historically been a liberal country with a liberal media. From 1963 to 2005, Liberal governments held power federally about three-quarters of the time. In 2006, however, a dozen years of Liberal rule ended with the election of a minority Conservative government led by Stephen Harper, which was returned with increased support after a snap election two years later. Then, for the first time in recent memory, the 2008 election of Barack Obama saw the United States with a more liberal administration than Canada. Much of the explanation for this anomaly can be found in a recent rightward shift in Canada's news media, the background for which is illuminated by Donald Gutstein's Not a Conspiracy Theory: How Business Propaganda Hijacks Democracy. Gutstein, an emeritus faculty member in the School of Communication at Simon Fraser University, builds on the ideas of the late Australian sociologist Alex Carey. In his 1995 book, Taking the Risk Out of Democracy, Carey distinguished between grassroots propaganda, such as is occasionally required to mobilize public opinion in support of war, and treetops propaganda, which is instead aimed at elites, such as media, that are better able to directly influence the policy agenda. Carey pointed to the rise of U.S. think tanks, such as the Cato Institute and the American Enterprise Institute, starting in the mid-1970s. Backed by enormous corporate funding, they have published vast amounts of research promoting small government and free-market solutions to most economic and social problems. Greatly influential in the revival of U.S. conservatism in the 1980s under Ronald Reagan, their model was adopted by Canadians intent on replicating that success. As Canadian media ownership is even more highly concentrated than in the United States, the ascendance of rightwing solutions was comparatively easy to achieve in Canada. Gutstein chronicles the successful campaign to unite the right in Canada when the Conservative Party was reduced to just two seats in Parliament following the 1993 federal election after the party fractured along East-West lines. Conservatives in Western Canada formed the breakaway Reform party to push a deregulatory agenda that sought, among other things, tax cuts, economic integration with the United States, and even the dismantling of Canada's socialized health care system. Backed by well-heeled foundations such as the Donner Canadian Foundation, sympathetic journalists collaborated in this cause by helping to found neoconservative magazines designed to emulate Irving Kristol's influential Weekly Standard. Indeed, Harper himself even resigned his seat as a Reform Party Member of Parliament in 1997 to head the National Citizens Coalition, a tax-cutting advocacy group, and to edit the short-lived magazine Next City. By far, the biggest media boost to Canadian conservatism, however, came in 1996, when Conrad Black, one of the world's leading newspaper owners and neoconservatives, completed a hostile takeover of the country's largest newspaper chain, Southam Inc. …

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.781
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.001
Scholarly communication0.0010.001
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 head0.023
GPT teacher head0.300
Teacher spread0.276 · 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