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Record W2016686008 · doi:10.1177/1462474513477979

Beyond criminocentric dogmatism: Mapping institutional forms of punishment in contemporary societies

2013· article· en· W2016686008 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePunishment & Society · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Justice and Corrections Analysis
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsPunitive damagesCriminal justiceCriminal lawNormativeLawCriminologyTheory of criminal justicePolitical scienceRealmSociologyImmigration lawSocial controlPunishment (psychology)ImmigrationPsychologySocial psychology

Abstract

fetched live from OpenAlex

This article aims to question the role criminal justice and criminal law play in structuring the set of dominant conditioning questions in criminology. Based on socio-legal approaches and past fieldwork in immigration control, I argue that the punitive use of non-criminal-based normative systems (such as immigration law) is not a new trend and that, therefore, we are not assisting a ‘criminal contamination’ of other justice systems, but the re-emergence and consolidation of different punitive logics. In that sense, I suggest that criminal justice acts as an epistemological obstacle, being a major barrier to perceive such nuances. Instead, I propose a wider conception of the penal field which operates as a mobile (kinetic sculpture) and includes the criminal law realm, but also other institutional normative systems that configure ‘less’ prominent locations of punishment, such as: regulatory criminal law, civil courts, immigration law, military law, parole boards and other administrative legal systems that play an increasing role in social reaction. I ultimately argue that criminologists should also focus on such administrative-based justice systems in order to better address and resist punitiveness.

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)0.001
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.306
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.044
GPT teacher head0.291
Teacher spread0.247 · 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