MétaCan
Menu
Back to cohort
Record W4224255992 · doi:10.6000/1929-4409.2022.11.07

Experiencing Relative Deprivation as True Crime: Applying Cultural Criminology to the Qanon Superconspiracy Theory

2022· article· en· W4224255992 on OpenAlexvenueaboutno aff
Deirdre Caputo‐Levine, Jacob A. Harris

Bibliographic record

VenueInternational Journal of Criminology and Sociology · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCrime, Deviance, and Social Control
Canadian institutionsnot available
Fundersnot available
KeywordsRelative deprivationCriminologyIdeologySociologyPoliticsTerrorismPolitical scienceLawSocial science

Abstract

fetched live from OpenAlex

This essay builds upon earlier studies of the QAnon superconspiracy theory by applying cultural criminology as a framework to investigate the significance of QAnon and the events that facilitated the rise of the superconspiracy and the associated political movement. QAnon has had multiple impacts that should be of interest to criminologists. In the United States, QAnon was involved with the 2020 election, as adherents believed messages posted by "Q" referred to President Trump as a messiah and Trump tacitly acknowledged the group. In addition, QAnon has international influence, most recently in the "trucker" convoy in Canada and anti-vaccine protests in New Zealand and Germany. This essay utilizes cultural criminology to introduce the framework of relative deprivation theory and emphasize the importance of the gaze from above and below in structuring relative deprivation. In addition, we discuss the role of cultural understandings of victimization in shaping ideology and physical frameworks used by QAnon.

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)0.004
metaresearch head score (Gemma)0.006
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.018
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.001
Science and technology studies0.0080.058
Scholarly communication0.0060.006
Open science0.0010.007
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0020.000

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 head0.079
GPT teacher head0.377
Teacher spread0.298 · 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

Citations1
Published2022
Admission routes2
Has abstractyes

Explore more

Same venueInternational Journal of Criminology and SociologySame topicCrime, Deviance, and Social ControlFrench-language works237,207