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Record W4403228125 · doi:10.1177/14624745241286972

Of boredom and havoc: Correctional officers and meaning making

2024· article· en· W4403228125 on OpenAlexafffundabout
Dale Spencer, Rosemary Ricciardelli, Katerina Richard, Zachary Towns

Bibliographic record

VenuePunishment & Society · 2024
Typearticle
Languageen
FieldNeuroscience
TopicMind wandering and attention
Canadian institutionsCarleton UniversityMemorial University of Newfoundland
FundersCanadian Institutes of Health Research
KeywordsBoredomOfficerPrisonMeaning (existential)Criminal justiceCriminologyTemporalityPsychologySocial psychologySociologyPolitical scienceLawPsychotherapistEpistemology

Abstract

fetched live from OpenAlex

Despite early calls to pay attention to the role of emotions in crime and criminal justice, including in prison studies, empirical research focusing on emotions in the administration of criminal justice has been sporadic. With notable exceptions, little attention has been paid to the role of boredom, meaning, and the labour processes of criminal justice personnel more broadly, and correctional officers specifically. We fill the lacuna in knowledge by examining the relationship between boredom, temporality, the labour process of correctional officers, meaning making, and officer wellness. We first offer an overview of boredom as an emotion and its contribution to meaning making. We then outline the labour process of correctional officers, reviewing literature on the structure of their carceral work environments and their experiences of boredom. We draw on 651 interviews with correctional officer recruits (n = 375) and follow-up interviews with correctional officers (n = 276) within federal prisons across Canada to understand the emotional experiences of correctional work, specifically focusing on boredom as a dominant emotion and its effect on officer wellness. Our study uses a phenomenological approach to consider how boredom plays a role in the daily lives of those providing security within prison spaces, how prison officers make sense of their work in relation to temporality and boredom, and how boredom and havoc contributes to poor officer wellness.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.374
Threshold uncertainty score0.236

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.028
GPT teacher head0.276
Teacher spread0.248 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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

Citations4
Published2024
Admission routes3
Has abstractyes

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