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Record W2026798325 · doi:10.1353/ces.0.0074

Press, Public Sphere, and Pluralism: Multiculturalism Debates in Canadian English-Language Newspapers

2008· article· en· W2026798325 on OpenAlex
Karim H. Karim

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.

venuePublished in a venue whose home country is Canada.
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

VenueCanadian ethnic studies · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismNewspaperPublic spherePluralism (philosophy)Media studiesSociologyGender studiesPolitical scienceLawEpistemologyPhilosophyPolitics

Abstract

fetched live from OpenAlex

Editorials, journalists' columns, op-eds, and letters to editors on multiculturalism published by nine newspapers in 2006 are examined. The qualitative content analysis is carried out under four categories: values, identity, and citizenship; societal integration and disintegration; terrorism, multiculturalism, and Muslims; and multiculturalism in other countries. Some of the most prominent journalists in Canada wrote about multiculturalism. Critics of the policy focused their opposition on the appearance of the symbolic aspects of minority religions in the public sphere as well as on their perceptions about the encouragement that multiculturalism afforded members of minority groups prone to terrorism. Muslims served as lightning rods for writers who were against the policy. But apart from such criticism, there were many articles that sought to bring multi-generational Canadians and newcomers to work towards accommodating each other's cultures. The overall findings of this study indicate that, compared to coverage of the policy in the 1980s, the media debate on this topic has shifted in favour of maintaining Canadian multiculturalism and making suggestions for improvements in areas where there appear to be problems. Cette étude porte sur des éditoriaux, des articles de journaux, des chroniques et commentaires des pages «op-ed» et des lettres à l'éditeur portant sur la politique multiculturelle et publiés dans neuf journaux en 2006. L'analyse qualitative du contenu comprend quatre catégories : d'abord valeurs, identité et citoyenneté, en second intégration et désintégration sociale, ensuite terrorisme, multiculturalisme et les musulmans, et enfin le multiculturalisme dans d'autres pays. Quelques journalistes parmi les plus éminents au Canada ont écrit sur la question multiculturelle. Des critiques de cette politique ont concentré leur opposition sur l'apparence des aspects symboliques de religions minoritaires dans la sphère publique aussi bien que sur leurs perceptions de l'encouragement que le multiculturalisme donnait aux membres de groupes minoritaires enclins au terrorisme. Les musulmans ont servi de cible aux auteurs qui étaient contre cette politique. Mais, en dehors de ce genre de critique, de nombreux articles ont cherché à rassembler les Canadiens de naissance depuis une génération ou plus et les nouveaux arrivants autour d'un projet qui donne place aux cultures des uns et des autres. Les résultats globaux de cette étude indiquent que, en comparaison avec la politique des années 1980, le débat médiatique à ce sujet a évolué vers le maintien du multiculturalisme canadien et suggéré des améliorations là où il semble y avoir des problèmes.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.692
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.092
GPT teacher head0.316
Teacher spread0.225 · 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