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Record W2970965204

A Window into October: Examining the Framing of the October Crisis of 1970 in Canada's English-Language Newspapers

2019· dissertation· en· W2970965204 on OpenAlexfundaboutno aff
Corah Lynn Hodgson

Bibliographic record

VenueUWSpace (University of Waterloo) · 2019
Typedissertation
Languageen
FieldSocial Sciences
TopicMedia Studies and Communication
Canadian institutionsnot available
FundersUniversity of Waterloo
KeywordsNewspaperFraming (construction)Political scienceMedia studiesEnglish languageWindow (computing)HistoryLinguisticsSociologyComputer science
DOInot available

Abstract

fetched live from OpenAlex

Much of the historiography on the October Crisis has centred around whether the War Measures Act (WMA) represented a necessary deployment of available legislation to crush a threat to national order and security, or an unjustified assault upon civil liberties. Explorations of the media’s presentation of the crisis have produced divergent conclusions, are largely quantitative rather than qualitative in nature, and do not account for regional differences in the media interpretations of the events. This study deploys a content analysis of the editorials in Canada’s most widely circulated English-language newspapers in October 1970 to interrogate how they framed the crisis, evaluated how the government handled developments, and compared to other regional interpretations. Careful attention was accorded to whether the civil libertarian discourse that dominates the historiography was present in contemporary evaluations of the crisis or is a post facto academic construction. \n This study concluded that a national discourse existed about the crisis in some respects. English-Canadian newspaper editors unanimously framed the FLQ as terrorists, fanatics, and a criminal “cancer” who threatened Canada’s societal and democratic order and whose villainy was clear in their targeting of such innocent and virtuous victims. Descriptions appeared frequently of a populace fearful of the group’s potential to escalate further and united in support of the government’s measures. Newspapers in each region, particularly Atlantic Canada, initially framed the government as facing a dilemma in its decision of whether to capitulate to terror. The papers from Western Canada, Eastern Canada, and Montreal soon shifted to advocate firmly for a hard-line and law-and-order response to terrorism, and pledged their support for the WMA. Although these papers demonstrated some concern about civil liberties, the WMA’s effectiveness, and the government’s secrecy (particularly towards the end of October), they continued to endorse the emergency measures as defensible and necessary. By contrast, the Toronto Daily Star and Globe and Mail recommended the government negotiate for the victims’ release and critically approached the WMA with civil liberties concerns, elucidations of the measures’ dangers, and doubts which outweighed their support. An “alien conspiracy” framing was more prominent in Western and Eastern Canada than in Central Canada, where editors concentrated their attention on identifying the crisis’ internal roots and offering recommendations on how they should be remedied. While anti-FLQ sentiments pervaded the nation, and pro-government and “alien conspiracy” framings formed a dominant discourse throughout much of Canada, it is clear that the historiographical debate on the WMA bore its roots in October 1970. Revealing a more complex discourse than that noted in previous studies, this finding is also significant given the media’s capacity, through framing, agenda-setting, and priming, to influence popular opinion and the public’s comprehension of issues and events.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.083
Threshold uncertainty score0.606

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0080.013
Science and technology studies0.0190.012
Scholarly communication0.0150.003
Open science0.0010.003
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.010
GPT teacher head0.217
Teacher spread0.208 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations0
Published2019
Admission routes2
Has abstractyes

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