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Record W4299414045 · doi:10.46692/9781447321781.005

Policing, Indigenous peoples and social order

2016· other· en· W4299414045 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typeother
Languageen
FieldSocial Sciences
TopicPolicing Practices and Perceptions
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousOrder (exchange)Social orderSociologyGeographyPolitical scienceCriminologyLawBiologyBusinessEcologyPolitics

Abstract

fetched live from OpenAlex

Indigenous political activism and civil rights struggles in the early 1970s were at least partially concerned with drawing attention to problems with state policing and the criminal justice system. These concerns were to take on an even more urgent focus in the 1980s, particularly in the context of a more punitive political approach to law and order (Clark and Cove, 1999; Cunneen, 2001). Growing out of Indigenous political pressure, in the late 1980s and early 1990s both Canadian and Australian governments established judicial inquiries that either focused directly on, or substantially considered, the criminal justice system (and particularly police) treatment of Indigenous peoples. Included in this list is: the Australian Royal Commission into Aboriginal Deaths in Custody (RCADIC); the Canadian Royal Commission on Aboriginal Peoples (RCAP); the Nova Scotia Royal Commission on the Donald Marshall, Jr, Prosecution; and the Aboriginal Justice Inquiry of Manitoba (Hickman et al, 1989; Hamilton and Sinclair, 1991; Johnston, 1991; RCAP, 1996a, 1996b). In Aotearoa New Zealand, an important step in understanding the problematic relationship between Māori and the criminal justice system from a Māori perspective was a report to the Department of Justice by Moana Jackson (1988). In the US, while there were no similar judicial inquiries, the struggle around criminal justice and policing issues was galvanised through what many, including Amnesty International (n.d.), saw as the unjust conviction and imprisonment of Leonard Peltier for the murder of two FBI agents in 1975 (Matthiessen, 1992). Peltier, a member of the American Indian Movement, has been in federal prison for 39 years and remains there as at the beginning of 2016, despite a broad and ongoing campaign for his release. The policing of Indigenous people remains as divisive today as it has been in previous decades. It is perhaps not surprising that state policing of Indigenous people is controversial, given that it is an activity deeply implicated within the wider historical trends of colonisation and nation building (Cunneen, 2001). As outlined in Chapter Three, the historical roots of policing in settler societies were embedded in colonial relations – from enforcing the laws of the coloniser, to acting as a ‘civilising’ force of assimilation.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.176
Threshold uncertainty score0.350

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.018
Scholarly communication0.0040.002
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.034
GPT teacher head0.382
Teacher spread0.349 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2016
Admission routes1
Has abstractyes

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