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Record W3191552262 · doi:10.29173/mlj1238

Chapter 1 – Homegrown Terrorist Radicalization: The Toronto 18 in Comparative Perspectives

2021· article· en· W3191552262 on OpenAlexaffabout
Lorne L. Dawson, Amarnath Amarasingam

Bibliographic record

VenueManitoba Law Journal · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicTerrorism, Counterterrorism, and Political Violence
Canadian institutionsQueen's UniversityUniversity of Waterloo
Fundersnot available
KeywordsRadicalizationTerrorismEthnic groupPerspective (graphical)CriminologySociologyPolitical scienceLawAnthropology

Abstract

fetched live from OpenAlex

Canadian concern with the domestic threat of religious terrorism came of age with the arrest of the members of the Toronto 18 in 2006. This chapter seeks to increase our understanding of this case by placing it in comparative perspective in three ways. First, by arguing that the Toronto 18 represents one of the purest instances of so-called “homegrown terrorism.” Second, by comparing the data available on the ten adults convicted with the data available on similar terrorists in Europe, the United Kingdom, and the United States. Findings are examined for age, ethnicity, socio-economic status, education, occupations, criminality, mental health, and family and religious background. Third, insights from two recent and comprehensive theories of the process of radicalization, Lorne Dawson’s “social ecology model” and Arie Kruglanski et al.’s “3 N model” are used to make better sense of what happened and why. In the end, however, much remains unclear because we still lack the appropriate data.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.514
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.054
GPT teacher head0.342
Teacher spread0.288 · 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 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

Citations1
Published2021
Admission routes2
Has abstractyes

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