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Record W2919097049 · doi:10.5204/ijcjsd.v8i1.1051

Institutional Ethnography as a Method of Inquiry for Criminal Justice and Socio-Legal Studies

2019· article· en· W2919097049 on OpenAlexaffabout
Agnieszka Doll, Kevin Walby

Bibliographic record

VenueInternational Journal for Crime Justice and Social Democracy · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicLaw in Society and Culture
Canadian institutionsUniversity of WinnipegMcGill University
Fundersnot available
KeywordsEthnographyCriminal justiceSociologyHierarchyEconomic JusticeCriminologyFocus (optics)Work (physics)LawPolitical scienceAnthropology

Abstract

fetched live from OpenAlex

Institutional ethnography (IE) is a method of inquiry created by Canadian feminist sociologist Dorothy E. Smith to examine how sequences of texts coordinate forms of organisation. Here we explain how to use IE, and why scholars in criminal justice and socio-legal studies should use it in their research. We focus on IE’s analysis of texts and intertextual hierarchy, as well as Smith’s understanding of mapping as a methodological technique; the latter entails explaining how IE’s approach to mapping differs from other social science approaches. We also argue that IE’s terms and techniques can help examine the textual work undertaken in criminal justice and legal organisations, and reveal how people are governed and ruled by these organisational processes. In the discussion, we summarise how IE can productively contribute to criminal justice and socio-legal studies in the twenty-first century.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.644
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.001
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 head0.090
GPT teacher head0.456
Teacher spread0.365 · 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 designTheoretical or conceptual
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

Citations13
Published2019
Admission routes2
Has abstractyes

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